Instructions to use roonbug/01bnrdbp with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use roonbug/01bnrdbp with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="roonbug/01bnrdbp") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("roonbug/01bnrdbp") model = AutoModelForCausalLM.from_pretrained("roonbug/01bnrdbp") messages = [ {"role": "user", "content": "Who are you?"}, ] inputs = tokenizer.apply_chat_template( messages, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors="pt", ).to(model.device) outputs = model.generate(**inputs, max_new_tokens=40) print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use roonbug/01bnrdbp with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "roonbug/01bnrdbp" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "roonbug/01bnrdbp", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/roonbug/01bnrdbp
- SGLang
How to use roonbug/01bnrdbp with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "roonbug/01bnrdbp" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "roonbug/01bnrdbp", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "roonbug/01bnrdbp" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "roonbug/01bnrdbp", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use roonbug/01bnrdbp with Docker Model Runner:
docker model run hf.co/roonbug/01bnrdbp
| { | |
| "best_global_step": null, | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 15.2, | |
| "eval_steps": 100, | |
| "global_step": 9500, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "entropy": 0.5915625745430588, | |
| "epoch": 0.016, | |
| "grad_norm": 5.71875, | |
| "learning_rate": 1.8e-07, | |
| "loss": 0.8466, | |
| "mean_token_accuracy": 0.8017937403172255, | |
| "num_tokens": 340696.0, | |
| "step": 10 | |
| }, | |
| { | |
| "entropy": 0.5926362803205848, | |
| "epoch": 0.032, | |
| "grad_norm": 5.59375, | |
| "learning_rate": 3.8e-07, | |
| "loss": 0.8487, | |
| "mean_token_accuracy": 0.8023959375917912, | |
| "num_tokens": 675930.0, | |
| "step": 20 | |
| }, | |
| { | |
| "entropy": 0.591606929153204, | |
| "epoch": 0.048, | |
| "grad_norm": 4.96875, | |
| "learning_rate": 5.800000000000001e-07, | |
| "loss": 0.8302, | |
| "mean_token_accuracy": 0.8044086921960115, | |
| "num_tokens": 1007956.0, | |
| "step": 30 | |
| }, | |
| { | |
| "entropy": 0.6204556789249182, | |
| "epoch": 0.064, | |
| "grad_norm": 4.9375, | |
| "learning_rate": 7.8e-07, | |
| "loss": 0.8457, | |
| "mean_token_accuracy": 0.7998181059956551, | |
| "num_tokens": 1340560.0, | |
| "step": 40 | |
| }, | |
| { | |
| "entropy": 0.6393004363402724, | |
| "epoch": 0.08, | |
| "grad_norm": 4.3125, | |
| "learning_rate": 9.800000000000001e-07, | |
| "loss": 0.8343, | |
| "mean_token_accuracy": 0.8025688324123621, | |
| "num_tokens": 1679432.0, | |
| "step": 50 | |
| }, | |
| { | |
| "entropy": 0.6593567343428731, | |
| "epoch": 0.096, | |
| "grad_norm": 2.5625, | |
| "learning_rate": 1.1800000000000001e-06, | |
| "loss": 0.8046, | |
| "mean_token_accuracy": 0.8078926544636488, | |
| "num_tokens": 2021570.0, | |
| "step": 60 | |
| }, | |
| { | |
| "entropy": 0.7051705561578274, | |
| "epoch": 0.112, | |
| "grad_norm": 2.8125, | |
| "learning_rate": 1.3800000000000001e-06, | |
| "loss": 0.8246, | |
| "mean_token_accuracy": 0.8029463469982148, | |
| "num_tokens": 2359297.0, | |
| "step": 70 | |
| }, | |
| { | |
| "entropy": 0.754444376192987, | |
| "epoch": 0.128, | |
| "grad_norm": 2.4375, | |
| "learning_rate": 1.5800000000000001e-06, | |
| "loss": 0.8435, | |
| "mean_token_accuracy": 0.79781529083848, | |
| "num_tokens": 2683168.0, | |
| "step": 80 | |
| }, | |
| { | |
| "entropy": 0.7250820267945528, | |
| "epoch": 0.144, | |
| "grad_norm": 1.90625, | |
| "learning_rate": 1.7800000000000001e-06, | |
| "loss": 0.8195, | |
| "mean_token_accuracy": 0.8042717296630144, | |
| "num_tokens": 3019426.0, | |
| "step": 90 | |
| }, | |
| { | |
| "entropy": 0.7252413807436824, | |
| "epoch": 0.16, | |
| "grad_norm": 2.109375, | |
| "learning_rate": 1.98e-06, | |
| "loss": 0.8097, | |
| "mean_token_accuracy": 0.8047077178955078, | |
| "num_tokens": 3354390.0, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "eval_chemistry_entropy": 0.7109885907173157, | |
| "eval_chemistry_loss": 0.804060161113739, | |
| "eval_chemistry_mean_token_accuracy": 0.8113441648483276, | |
| "eval_chemistry_num_tokens": 3354390.0, | |
| "eval_chemistry_runtime": 34.8657, | |
| "eval_chemistry_samples_per_second": 14.341, | |
| "eval_chemistry_steps_per_second": 3.585, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "eval_physics_entropy": 0.7321163377761841, | |
| "eval_physics_loss": 0.8287621140480042, | |
| "eval_physics_mean_token_accuracy": 0.8033607420921326, | |
| "eval_physics_num_tokens": 3354390.0, | |
| "eval_physics_runtime": 41.3727, | |
| "eval_physics_samples_per_second": 12.085, | |
| "eval_physics_steps_per_second": 3.021, | |
| "step": 100 | |
| }, | |
| { | |
| "entropy": 0.7267085557803512, | |
| "epoch": 0.176, | |
| "grad_norm": 2.234375, | |
| "learning_rate": 2.1800000000000003e-06, | |
| "loss": 0.8058, | |
| "mean_token_accuracy": 0.8033798363059759, | |
| "num_tokens": 3684374.0, | |
| "step": 110 | |
| }, | |
| { | |
| "entropy": 0.7212623069062829, | |
| "epoch": 0.192, | |
| "grad_norm": 1.828125, | |
| "learning_rate": 2.38e-06, | |
| "loss": 0.7989, | |
| "mean_token_accuracy": 0.8043727930635214, | |
| "num_tokens": 4023915.0, | |
| "step": 120 | |
| }, | |
| { | |
| "entropy": 0.7022871913388371, | |
| "epoch": 0.208, | |
| "grad_norm": 2.1875, | |
| "learning_rate": 2.5800000000000003e-06, | |
| "loss": 0.7758, | |
| "mean_token_accuracy": 0.8102051325142383, | |
| "num_tokens": 4352045.0, | |
| "step": 130 | |
| }, | |
| { | |
| "entropy": 0.6965231081470847, | |
| "epoch": 0.224, | |
| "grad_norm": 1.8203125, | |
| "learning_rate": 2.7800000000000005e-06, | |
| "loss": 0.7726, | |
| "mean_token_accuracy": 0.8089764468371868, | |
| "num_tokens": 4681371.0, | |
| "step": 140 | |
| }, | |
| { | |
| "entropy": 0.6956626677885651, | |
| "epoch": 0.24, | |
| "grad_norm": 1.6640625, | |
| "learning_rate": 2.9800000000000003e-06, | |
| "loss": 0.7608, | |
| "mean_token_accuracy": 0.8104452796280384, | |
| "num_tokens": 5021784.0, | |
| "step": 150 | |
| }, | |
| { | |
| "entropy": 0.708347842283547, | |
| "epoch": 0.256, | |
| "grad_norm": 1.9453125, | |
| "learning_rate": 3.1800000000000005e-06, | |
| "loss": 0.7636, | |
| "mean_token_accuracy": 0.809263763204217, | |
| "num_tokens": 5367308.0, | |
| "step": 160 | |
| }, | |
| { | |
| "entropy": 0.7138571232557297, | |
| "epoch": 0.272, | |
| "grad_norm": 2.03125, | |
| "learning_rate": 3.3800000000000007e-06, | |
| "loss": 0.7721, | |
| "mean_token_accuracy": 0.8050564888864755, | |
| "num_tokens": 5699101.0, | |
| "step": 170 | |
| }, | |
| { | |
| "entropy": 0.7222439678385854, | |
| "epoch": 0.288, | |
| "grad_norm": 1.7109375, | |
| "learning_rate": 3.58e-06, | |
| "loss": 0.7766, | |
| "mean_token_accuracy": 0.8063390862196684, | |
| "num_tokens": 6022837.0, | |
| "step": 180 | |
| }, | |
| { | |
| "entropy": 0.7117253359407186, | |
| "epoch": 0.304, | |
| "grad_norm": 2.265625, | |
| "learning_rate": 3.7800000000000002e-06, | |
| "loss": 0.7535, | |
| "mean_token_accuracy": 0.809041840955615, | |
| "num_tokens": 6343826.0, | |
| "step": 190 | |
| }, | |
| { | |
| "entropy": 0.7200546801090241, | |
| "epoch": 0.32, | |
| "grad_norm": 1.7265625, | |
| "learning_rate": 3.980000000000001e-06, | |
| "loss": 0.7524, | |
| "mean_token_accuracy": 0.8073045868426562, | |
| "num_tokens": 6670164.0, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "eval_chemistry_entropy": 0.711975371837616, | |
| "eval_chemistry_loss": 0.7488377690315247, | |
| "eval_chemistry_mean_token_accuracy": 0.8110983457565307, | |
| "eval_chemistry_num_tokens": 6670164.0, | |
| "eval_chemistry_runtime": 34.8588, | |
| "eval_chemistry_samples_per_second": 14.344, | |
| "eval_chemistry_steps_per_second": 3.586, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "eval_physics_entropy": 0.7178810501098633, | |
| "eval_physics_loss": 0.7585415244102478, | |
| "eval_physics_mean_token_accuracy": 0.8081966361999512, | |
| "eval_physics_num_tokens": 6670164.0, | |
| "eval_physics_runtime": 41.7087, | |
| "eval_physics_samples_per_second": 11.988, | |
| "eval_physics_steps_per_second": 2.997, | |
| "step": 200 | |
| }, | |
| { | |
| "entropy": 0.7111945543438196, | |
| "epoch": 0.336, | |
| "grad_norm": 1.578125, | |
| "learning_rate": 4.18e-06, | |
| "loss": 0.7313, | |
| "mean_token_accuracy": 0.8092666126787662, | |
| "num_tokens": 7003404.0, | |
| "step": 210 | |
| }, | |
| { | |
| "entropy": 0.6962820990011096, | |
| "epoch": 0.352, | |
| "grad_norm": 1.8828125, | |
| "learning_rate": 4.38e-06, | |
| "loss": 0.712, | |
| "mean_token_accuracy": 0.8133333619683981, | |
| "num_tokens": 7342593.0, | |
| "step": 220 | |
| }, | |
| { | |
| "entropy": 0.6933605512604117, | |
| "epoch": 0.368, | |
| "grad_norm": 1.6484375, | |
| "learning_rate": 4.58e-06, | |
| "loss": 0.6986, | |
| "mean_token_accuracy": 0.8163042381405831, | |
| "num_tokens": 7675569.0, | |
| "step": 230 | |
| }, | |
| { | |
| "entropy": 0.7312716225162148, | |
| "epoch": 0.384, | |
| "grad_norm": 1.9296875, | |
| "learning_rate": 4.78e-06, | |
| "loss": 0.7319, | |
| "mean_token_accuracy": 0.8038436233997345, | |
| "num_tokens": 8012218.0, | |
| "step": 240 | |
| }, | |
| { | |
| "entropy": 0.6996616214513779, | |
| "epoch": 0.4, | |
| "grad_norm": 1.796875, | |
| "learning_rate": 4.980000000000001e-06, | |
| "loss": 0.6917, | |
| "mean_token_accuracy": 0.8134940605610609, | |
| "num_tokens": 8350120.0, | |
| "step": 250 | |
| }, | |
| { | |
| "entropy": 0.6945684082806111, | |
| "epoch": 0.416, | |
| "grad_norm": 1.6953125, | |
| "learning_rate": 5.18e-06, | |
| "loss": 0.678, | |
| "mean_token_accuracy": 0.8151624854654074, | |
| "num_tokens": 8688773.0, | |
| "step": 260 | |
| }, | |
| { | |
| "entropy": 0.7035746525973081, | |
| "epoch": 0.432, | |
| "grad_norm": 1.8359375, | |
| "learning_rate": 5.380000000000001e-06, | |
| "loss": 0.6888, | |
| "mean_token_accuracy": 0.8118865180760622, | |
| "num_tokens": 9022094.0, | |
| "step": 270 | |
| }, | |
| { | |
| "entropy": 0.6850203935056924, | |
| "epoch": 0.448, | |
| "grad_norm": 1.6640625, | |
| "learning_rate": 5.580000000000001e-06, | |
| "loss": 0.6727, | |
| "mean_token_accuracy": 0.8186012674123049, | |
| "num_tokens": 9360608.0, | |
| "step": 280 | |
| }, | |
| { | |
| "entropy": 0.6806540634483099, | |
| "epoch": 0.464, | |
| "grad_norm": 1.875, | |
| "learning_rate": 5.78e-06, | |
| "loss": 0.6592, | |
| "mean_token_accuracy": 0.8200464811176061, | |
| "num_tokens": 9688896.0, | |
| "step": 290 | |
| }, | |
| { | |
| "entropy": 0.6852828785777092, | |
| "epoch": 0.48, | |
| "grad_norm": 1.828125, | |
| "learning_rate": 5.98e-06, | |
| "loss": 0.6672, | |
| "mean_token_accuracy": 0.8180346965789795, | |
| "num_tokens": 10025864.0, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "eval_chemistry_entropy": 0.7274510788917542, | |
| "eval_chemistry_loss": 0.7009354829788208, | |
| "eval_chemistry_mean_token_accuracy": 0.8133535690307617, | |
| "eval_chemistry_num_tokens": 10025864.0, | |
| "eval_chemistry_runtime": 34.811, | |
| "eval_chemistry_samples_per_second": 14.363, | |
| "eval_chemistry_steps_per_second": 3.591, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "eval_physics_entropy": 0.7100022671222687, | |
| "eval_physics_loss": 0.7013525366783142, | |
| "eval_physics_mean_token_accuracy": 0.813646514415741, | |
| "eval_physics_num_tokens": 10025864.0, | |
| "eval_physics_runtime": 41.4407, | |
| "eval_physics_samples_per_second": 12.065, | |
| "eval_physics_steps_per_second": 3.016, | |
| "step": 300 | |
| }, | |
| { | |
| "entropy": 0.7103753052651882, | |
| "epoch": 0.496, | |
| "grad_norm": 1.6171875, | |
| "learning_rate": 6.18e-06, | |
| "loss": 0.6847, | |
| "mean_token_accuracy": 0.812765546515584, | |
| "num_tokens": 10362573.0, | |
| "step": 310 | |
| }, | |
| { | |
| "entropy": 0.6982777336612344, | |
| "epoch": 0.512, | |
| "grad_norm": 1.8125, | |
| "learning_rate": 6.380000000000001e-06, | |
| "loss": 0.6716, | |
| "mean_token_accuracy": 0.8169939771294594, | |
| "num_tokens": 10694440.0, | |
| "step": 320 | |
| }, | |
| { | |
| "entropy": 0.708159969188273, | |
| "epoch": 0.528, | |
| "grad_norm": 1.7421875, | |
| "learning_rate": 6.5800000000000005e-06, | |
| "loss": 0.693, | |
| "mean_token_accuracy": 0.8125004164874554, | |
| "num_tokens": 11022357.0, | |
| "step": 330 | |
| }, | |
| { | |
| "entropy": 0.699538960121572, | |
| "epoch": 0.544, | |
| "grad_norm": 1.828125, | |
| "learning_rate": 6.780000000000001e-06, | |
| "loss": 0.6711, | |
| "mean_token_accuracy": 0.8153361644595861, | |
| "num_tokens": 11345911.0, | |
| "step": 340 | |
| }, | |
| { | |
| "entropy": 0.6910958087071777, | |
| "epoch": 0.56, | |
| "grad_norm": 1.5078125, | |
| "learning_rate": 6.98e-06, | |
| "loss": 0.6659, | |
| "mean_token_accuracy": 0.8177970543503761, | |
| "num_tokens": 11687225.0, | |
| "step": 350 | |
| }, | |
| { | |
| "entropy": 0.6805725138634443, | |
| "epoch": 0.576, | |
| "grad_norm": 1.6484375, | |
| "learning_rate": 7.180000000000001e-06, | |
| "loss": 0.6565, | |
| "mean_token_accuracy": 0.8207161612808704, | |
| "num_tokens": 12015720.0, | |
| "step": 360 | |
| }, | |
| { | |
| "entropy": 0.6865102933719754, | |
| "epoch": 0.592, | |
| "grad_norm": 1.84375, | |
| "learning_rate": 7.3800000000000005e-06, | |
| "loss": 0.6638, | |
| "mean_token_accuracy": 0.8175321508198976, | |
| "num_tokens": 12343393.0, | |
| "step": 370 | |
| }, | |
| { | |
| "entropy": 0.6841516578570008, | |
| "epoch": 0.608, | |
| "grad_norm": 1.6328125, | |
| "learning_rate": 7.58e-06, | |
| "loss": 0.6582, | |
| "mean_token_accuracy": 0.8192304316908121, | |
| "num_tokens": 12671474.0, | |
| "step": 380 | |
| }, | |
| { | |
| "entropy": 0.7005494212731719, | |
| "epoch": 0.624, | |
| "grad_norm": 1.6015625, | |
| "learning_rate": 7.78e-06, | |
| "loss": 0.6674, | |
| "mean_token_accuracy": 0.8156571265310049, | |
| "num_tokens": 12996077.0, | |
| "step": 390 | |
| }, | |
| { | |
| "entropy": 0.6937378702685237, | |
| "epoch": 0.64, | |
| "grad_norm": 1.6171875, | |
| "learning_rate": 7.980000000000002e-06, | |
| "loss": 0.6701, | |
| "mean_token_accuracy": 0.8157013915479183, | |
| "num_tokens": 13325291.0, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "eval_chemistry_entropy": 0.7147737612724304, | |
| "eval_chemistry_loss": 0.692807137966156, | |
| "eval_chemistry_mean_token_accuracy": 0.8137030324935913, | |
| "eval_chemistry_num_tokens": 13325291.0, | |
| "eval_chemistry_runtime": 34.8141, | |
| "eval_chemistry_samples_per_second": 14.362, | |
| "eval_chemistry_steps_per_second": 3.591, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "eval_physics_entropy": 0.684398841381073, | |
| "eval_physics_loss": 0.6776748895645142, | |
| "eval_physics_mean_token_accuracy": 0.8169920797348023, | |
| "eval_physics_num_tokens": 13325291.0, | |
| "eval_physics_runtime": 41.4558, | |
| "eval_physics_samples_per_second": 12.061, | |
| "eval_physics_steps_per_second": 3.015, | |
| "step": 400 | |
| }, | |
| { | |
| "entropy": 0.6792764134705067, | |
| "epoch": 0.656, | |
| "grad_norm": 1.625, | |
| "learning_rate": 8.18e-06, | |
| "loss": 0.6538, | |
| "mean_token_accuracy": 0.8188512332737445, | |
| "num_tokens": 13671434.0, | |
| "step": 410 | |
| }, | |
| { | |
| "entropy": 0.6741176716983318, | |
| "epoch": 0.672, | |
| "grad_norm": 1.703125, | |
| "learning_rate": 8.380000000000001e-06, | |
| "loss": 0.6479, | |
| "mean_token_accuracy": 0.8206427529454231, | |
| "num_tokens": 13993668.0, | |
| "step": 420 | |
| }, | |
| { | |
| "entropy": 0.6748962674289942, | |
| "epoch": 0.688, | |
| "grad_norm": 1.5625, | |
| "learning_rate": 8.580000000000001e-06, | |
| "loss": 0.6489, | |
| "mean_token_accuracy": 0.821071095019579, | |
| "num_tokens": 14334907.0, | |
| "step": 430 | |
| }, | |
| { | |
| "entropy": 0.6882562624290586, | |
| "epoch": 0.704, | |
| "grad_norm": 1.765625, | |
| "learning_rate": 8.78e-06, | |
| "loss": 0.6631, | |
| "mean_token_accuracy": 0.8166982632130384, | |
| "num_tokens": 14670639.0, | |
| "step": 440 | |
| }, | |
| { | |
| "entropy": 0.6710160901769996, | |
| "epoch": 0.72, | |
| "grad_norm": 1.828125, | |
| "learning_rate": 8.98e-06, | |
| "loss": 0.6451, | |
| "mean_token_accuracy": 0.8207047082483768, | |
| "num_tokens": 14987995.0, | |
| "step": 450 | |
| }, | |
| { | |
| "entropy": 0.6616904048249126, | |
| "epoch": 0.736, | |
| "grad_norm": 1.65625, | |
| "learning_rate": 9.180000000000002e-06, | |
| "loss": 0.6374, | |
| "mean_token_accuracy": 0.8214268710464239, | |
| "num_tokens": 15324659.0, | |
| "step": 460 | |
| }, | |
| { | |
| "entropy": 0.6631792033091187, | |
| "epoch": 0.752, | |
| "grad_norm": 1.6171875, | |
| "learning_rate": 9.38e-06, | |
| "loss": 0.6379, | |
| "mean_token_accuracy": 0.8226557578891516, | |
| "num_tokens": 15657342.0, | |
| "step": 470 | |
| }, | |
| { | |
| "entropy": 0.6816092301160097, | |
| "epoch": 0.768, | |
| "grad_norm": 1.640625, | |
| "learning_rate": 9.58e-06, | |
| "loss": 0.6582, | |
| "mean_token_accuracy": 0.8162681456655264, | |
| "num_tokens": 15988993.0, | |
| "step": 480 | |
| }, | |
| { | |
| "entropy": 0.6584033869206906, | |
| "epoch": 0.784, | |
| "grad_norm": 1.6484375, | |
| "learning_rate": 9.780000000000001e-06, | |
| "loss": 0.6307, | |
| "mean_token_accuracy": 0.8244805630296469, | |
| "num_tokens": 16333857.0, | |
| "step": 490 | |
| }, | |
| { | |
| "entropy": 0.6675900464877487, | |
| "epoch": 0.8, | |
| "grad_norm": 1.625, | |
| "learning_rate": 9.980000000000001e-06, | |
| "loss": 0.6444, | |
| "mean_token_accuracy": 0.8208535581827163, | |
| "num_tokens": 16664690.0, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "eval_chemistry_entropy": 0.7186227707862854, | |
| "eval_chemistry_loss": 0.6891804337501526, | |
| "eval_chemistry_mean_token_accuracy": 0.812873167514801, | |
| "eval_chemistry_num_tokens": 16664690.0, | |
| "eval_chemistry_runtime": 34.7308, | |
| "eval_chemistry_samples_per_second": 14.396, | |
| "eval_chemistry_steps_per_second": 3.599, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "eval_physics_entropy": 0.6725036988258362, | |
| "eval_physics_loss": 0.6597840785980225, | |
| "eval_physics_mean_token_accuracy": 0.8193980932235718, | |
| "eval_physics_num_tokens": 16664690.0, | |
| "eval_physics_runtime": 41.0989, | |
| "eval_physics_samples_per_second": 12.166, | |
| "eval_physics_steps_per_second": 3.041, | |
| "step": 500 | |
| }, | |
| { | |
| "entropy": 0.6641527567058801, | |
| "epoch": 0.816, | |
| "grad_norm": 1.5625, | |
| "learning_rate": 1.018e-05, | |
| "loss": 0.6389, | |
| "mean_token_accuracy": 0.8205956391990185, | |
| "num_tokens": 16989307.0, | |
| "step": 510 | |
| }, | |
| { | |
| "entropy": 0.6729596307501197, | |
| "epoch": 0.832, | |
| "grad_norm": 1.5859375, | |
| "learning_rate": 1.038e-05, | |
| "loss": 0.6418, | |
| "mean_token_accuracy": 0.8202375840395689, | |
| "num_tokens": 17317524.0, | |
| "step": 520 | |
| }, | |
| { | |
| "entropy": 0.6599426086992025, | |
| "epoch": 0.848, | |
| "grad_norm": 1.40625, | |
| "learning_rate": 1.0580000000000002e-05, | |
| "loss": 0.6326, | |
| "mean_token_accuracy": 0.8230770550668239, | |
| "num_tokens": 17650424.0, | |
| "step": 530 | |
| }, | |
| { | |
| "entropy": 0.66338025983423, | |
| "epoch": 0.864, | |
| "grad_norm": 1.4765625, | |
| "learning_rate": 1.0780000000000002e-05, | |
| "loss": 0.6412, | |
| "mean_token_accuracy": 0.8213306616991758, | |
| "num_tokens": 17985547.0, | |
| "step": 540 | |
| }, | |
| { | |
| "entropy": 0.6687672117725014, | |
| "epoch": 0.88, | |
| "grad_norm": 1.4921875, | |
| "learning_rate": 1.0980000000000002e-05, | |
| "loss": 0.6426, | |
| "mean_token_accuracy": 0.8197343621402979, | |
| "num_tokens": 18315392.0, | |
| "step": 550 | |
| }, | |
| { | |
| "entropy": 0.6246686290949583, | |
| "epoch": 0.896, | |
| "grad_norm": 1.375, | |
| "learning_rate": 1.1180000000000001e-05, | |
| "loss": 0.6014, | |
| "mean_token_accuracy": 0.8294213119894266, | |
| "num_tokens": 18667124.0, | |
| "step": 560 | |
| }, | |
| { | |
| "entropy": 0.6640157140791416, | |
| "epoch": 0.912, | |
| "grad_norm": 1.5, | |
| "learning_rate": 1.138e-05, | |
| "loss": 0.6371, | |
| "mean_token_accuracy": 0.820187458768487, | |
| "num_tokens": 19002186.0, | |
| "step": 570 | |
| }, | |
| { | |
| "entropy": 0.6525983370840549, | |
| "epoch": 0.928, | |
| "grad_norm": 1.6640625, | |
| "learning_rate": 1.1580000000000001e-05, | |
| "loss": 0.6304, | |
| "mean_token_accuracy": 0.8224839419126511, | |
| "num_tokens": 19335013.0, | |
| "step": 580 | |
| }, | |
| { | |
| "entropy": 0.6459019472822547, | |
| "epoch": 0.944, | |
| "grad_norm": 1.6171875, | |
| "learning_rate": 1.178e-05, | |
| "loss": 0.6208, | |
| "mean_token_accuracy": 0.8251514233648777, | |
| "num_tokens": 19662733.0, | |
| "step": 590 | |
| }, | |
| { | |
| "entropy": 0.6452493501827121, | |
| "epoch": 0.96, | |
| "grad_norm": 1.5625, | |
| "learning_rate": 1.198e-05, | |
| "loss": 0.6276, | |
| "mean_token_accuracy": 0.8237052172422409, | |
| "num_tokens": 19996789.0, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "eval_chemistry_entropy": 0.7299397034645081, | |
| "eval_chemistry_loss": 0.6870628595352173, | |
| "eval_chemistry_mean_token_accuracy": 0.8117328572273255, | |
| "eval_chemistry_num_tokens": 19996789.0, | |
| "eval_chemistry_runtime": 34.7851, | |
| "eval_chemistry_samples_per_second": 14.374, | |
| "eval_chemistry_steps_per_second": 3.593, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "eval_physics_entropy": 0.6775157516002654, | |
| "eval_physics_loss": 0.646020770072937, | |
| "eval_physics_mean_token_accuracy": 0.8218063368797303, | |
| "eval_physics_num_tokens": 19996789.0, | |
| "eval_physics_runtime": 41.4104, | |
| "eval_physics_samples_per_second": 12.074, | |
| "eval_physics_steps_per_second": 3.019, | |
| "step": 600 | |
| }, | |
| { | |
| "entropy": 0.6451076414436102, | |
| "epoch": 0.976, | |
| "grad_norm": 1.5859375, | |
| "learning_rate": 1.218e-05, | |
| "loss": 0.6221, | |
| "mean_token_accuracy": 0.825892923027277, | |
| "num_tokens": 20332636.0, | |
| "step": 610 | |
| }, | |
| { | |
| "entropy": 0.6509507959708571, | |
| "epoch": 0.992, | |
| "grad_norm": 1.453125, | |
| "learning_rate": 1.2380000000000002e-05, | |
| "loss": 0.6214, | |
| "mean_token_accuracy": 0.8233620677143335, | |
| "num_tokens": 20662209.0, | |
| "step": 620 | |
| }, | |
| { | |
| "entropy": 0.6204982601106167, | |
| "epoch": 1.008, | |
| "grad_norm": 1.46875, | |
| "learning_rate": 1.2580000000000002e-05, | |
| "loss": 0.5988, | |
| "mean_token_accuracy": 0.8286421094089746, | |
| "num_tokens": 21005731.0, | |
| "step": 630 | |
| }, | |
| { | |
| "entropy": 0.6242268454283476, | |
| "epoch": 1.024, | |
| "grad_norm": 1.4921875, | |
| "learning_rate": 1.2780000000000001e-05, | |
| "loss": 0.6046, | |
| "mean_token_accuracy": 0.82848214879632, | |
| "num_tokens": 21335407.0, | |
| "step": 640 | |
| }, | |
| { | |
| "entropy": 0.6163413025438785, | |
| "epoch": 1.04, | |
| "grad_norm": 1.5078125, | |
| "learning_rate": 1.2980000000000001e-05, | |
| "loss": 0.598, | |
| "mean_token_accuracy": 0.8299466107040644, | |
| "num_tokens": 21668490.0, | |
| "step": 650 | |
| }, | |
| { | |
| "entropy": 0.6118087394163012, | |
| "epoch": 1.056, | |
| "grad_norm": 1.4453125, | |
| "learning_rate": 1.3180000000000001e-05, | |
| "loss": 0.5883, | |
| "mean_token_accuracy": 0.8311309419572354, | |
| "num_tokens": 22006039.0, | |
| "step": 660 | |
| }, | |
| { | |
| "entropy": 0.6269845755770802, | |
| "epoch": 1.072, | |
| "grad_norm": 1.4453125, | |
| "learning_rate": 1.3380000000000002e-05, | |
| "loss": 0.6043, | |
| "mean_token_accuracy": 0.8276471871882677, | |
| "num_tokens": 22348206.0, | |
| "step": 670 | |
| }, | |
| { | |
| "entropy": 0.6239592241123318, | |
| "epoch": 1.088, | |
| "grad_norm": 1.5234375, | |
| "learning_rate": 1.3580000000000002e-05, | |
| "loss": 0.5947, | |
| "mean_token_accuracy": 0.8277118816971779, | |
| "num_tokens": 22676163.0, | |
| "step": 680 | |
| }, | |
| { | |
| "entropy": 0.6154211649671197, | |
| "epoch": 1.104, | |
| "grad_norm": 1.3046875, | |
| "learning_rate": 1.378e-05, | |
| "loss": 0.5951, | |
| "mean_token_accuracy": 0.8299165233969689, | |
| "num_tokens": 23009279.0, | |
| "step": 690 | |
| }, | |
| { | |
| "entropy": 0.6186880182474852, | |
| "epoch": 1.12, | |
| "grad_norm": 1.4765625, | |
| "learning_rate": 1.398e-05, | |
| "loss": 0.5987, | |
| "mean_token_accuracy": 0.827697791159153, | |
| "num_tokens": 23346828.0, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "eval_chemistry_entropy": 0.6806538386344909, | |
| "eval_chemistry_loss": 0.6874776482582092, | |
| "eval_chemistry_mean_token_accuracy": 0.8116622562408448, | |
| "eval_chemistry_num_tokens": 23346828.0, | |
| "eval_chemistry_runtime": 35.1659, | |
| "eval_chemistry_samples_per_second": 14.218, | |
| "eval_chemistry_steps_per_second": 3.555, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "eval_physics_entropy": 0.6262999680042267, | |
| "eval_physics_loss": 0.6376790404319763, | |
| "eval_physics_mean_token_accuracy": 0.8227445411682129, | |
| "eval_physics_num_tokens": 23346828.0, | |
| "eval_physics_runtime": 41.445, | |
| "eval_physics_samples_per_second": 12.064, | |
| "eval_physics_steps_per_second": 3.016, | |
| "step": 700 | |
| }, | |
| { | |
| "entropy": 0.5965470356866718, | |
| "epoch": 1.1360000000000001, | |
| "grad_norm": 1.359375, | |
| "learning_rate": 1.418e-05, | |
| "loss": 0.5793, | |
| "mean_token_accuracy": 0.8342778768390418, | |
| "num_tokens": 23689161.0, | |
| "step": 710 | |
| }, | |
| { | |
| "entropy": 0.6170177994295954, | |
| "epoch": 1.152, | |
| "grad_norm": 1.6015625, | |
| "learning_rate": 1.4380000000000001e-05, | |
| "loss": 0.5984, | |
| "mean_token_accuracy": 0.8301392119377852, | |
| "num_tokens": 24016439.0, | |
| "step": 720 | |
| }, | |
| { | |
| "entropy": 0.6231384797021746, | |
| "epoch": 1.168, | |
| "grad_norm": 1.640625, | |
| "learning_rate": 1.4580000000000001e-05, | |
| "loss": 0.6024, | |
| "mean_token_accuracy": 0.8265216089785099, | |
| "num_tokens": 24344431.0, | |
| "step": 730 | |
| }, | |
| { | |
| "entropy": 0.6168253228068352, | |
| "epoch": 1.184, | |
| "grad_norm": 1.734375, | |
| "learning_rate": 1.478e-05, | |
| "loss": 0.5912, | |
| "mean_token_accuracy": 0.8295746680349112, | |
| "num_tokens": 24668087.0, | |
| "step": 740 | |
| }, | |
| { | |
| "entropy": 0.6063494171947241, | |
| "epoch": 1.2, | |
| "grad_norm": 1.3828125, | |
| "learning_rate": 1.498e-05, | |
| "loss": 0.5805, | |
| "mean_token_accuracy": 0.8319725230336189, | |
| "num_tokens": 25000629.0, | |
| "step": 750 | |
| }, | |
| { | |
| "entropy": 0.6178384765982627, | |
| "epoch": 1.216, | |
| "grad_norm": 1.6796875, | |
| "learning_rate": 1.5180000000000002e-05, | |
| "loss": 0.5998, | |
| "mean_token_accuracy": 0.8278374817222357, | |
| "num_tokens": 25324324.0, | |
| "step": 760 | |
| }, | |
| { | |
| "entropy": 0.6116716200485826, | |
| "epoch": 1.232, | |
| "grad_norm": 1.4453125, | |
| "learning_rate": 1.5380000000000002e-05, | |
| "loss": 0.5838, | |
| "mean_token_accuracy": 0.8310758478939533, | |
| "num_tokens": 25658795.0, | |
| "step": 770 | |
| }, | |
| { | |
| "entropy": 0.6036085536703467, | |
| "epoch": 1.248, | |
| "grad_norm": 1.4609375, | |
| "learning_rate": 1.5580000000000003e-05, | |
| "loss": 0.5835, | |
| "mean_token_accuracy": 0.8323761031031609, | |
| "num_tokens": 25993177.0, | |
| "step": 780 | |
| }, | |
| { | |
| "entropy": 0.6078255159780384, | |
| "epoch": 1.264, | |
| "grad_norm": 1.4921875, | |
| "learning_rate": 1.578e-05, | |
| "loss": 0.5819, | |
| "mean_token_accuracy": 0.8314513519406319, | |
| "num_tokens": 26329726.0, | |
| "step": 790 | |
| }, | |
| { | |
| "entropy": 0.6271371256560088, | |
| "epoch": 1.28, | |
| "grad_norm": 1.4609375, | |
| "learning_rate": 1.5980000000000003e-05, | |
| "loss": 0.6049, | |
| "mean_token_accuracy": 0.8257384181022644, | |
| "num_tokens": 26664093.0, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "eval_chemistry_entropy": 0.6834847524166107, | |
| "eval_chemistry_loss": 0.6882474422454834, | |
| "eval_chemistry_mean_token_accuracy": 0.8116786751747131, | |
| "eval_chemistry_num_tokens": 26664093.0, | |
| "eval_chemistry_runtime": 34.7916, | |
| "eval_chemistry_samples_per_second": 14.371, | |
| "eval_chemistry_steps_per_second": 3.593, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "eval_physics_entropy": 0.6253828897476196, | |
| "eval_physics_loss": 0.6271702647209167, | |
| "eval_physics_mean_token_accuracy": 0.8248588938713074, | |
| "eval_physics_num_tokens": 26664093.0, | |
| "eval_physics_runtime": 41.5612, | |
| "eval_physics_samples_per_second": 12.03, | |
| "eval_physics_steps_per_second": 3.008, | |
| "step": 800 | |
| }, | |
| { | |
| "entropy": 0.5998634301126003, | |
| "epoch": 1.296, | |
| "grad_norm": 1.5625, | |
| "learning_rate": 1.618e-05, | |
| "loss": 0.5787, | |
| "mean_token_accuracy": 0.8333883356302977, | |
| "num_tokens": 26994877.0, | |
| "step": 810 | |
| }, | |
| { | |
| "entropy": 0.6259857648983598, | |
| "epoch": 1.312, | |
| "grad_norm": 1.5703125, | |
| "learning_rate": 1.638e-05, | |
| "loss": 0.6016, | |
| "mean_token_accuracy": 0.8277184132486581, | |
| "num_tokens": 27328198.0, | |
| "step": 820 | |
| }, | |
| { | |
| "entropy": 0.605760240368545, | |
| "epoch": 1.328, | |
| "grad_norm": 1.5546875, | |
| "learning_rate": 1.658e-05, | |
| "loss": 0.5891, | |
| "mean_token_accuracy": 0.830071647465229, | |
| "num_tokens": 27658818.0, | |
| "step": 830 | |
| }, | |
| { | |
| "entropy": 0.6093621645122766, | |
| "epoch": 1.3439999999999999, | |
| "grad_norm": 1.546875, | |
| "learning_rate": 1.6780000000000002e-05, | |
| "loss": 0.5882, | |
| "mean_token_accuracy": 0.8291759472340345, | |
| "num_tokens": 27991108.0, | |
| "step": 840 | |
| }, | |
| { | |
| "entropy": 0.6125000966712832, | |
| "epoch": 1.3599999999999999, | |
| "grad_norm": 1.3125, | |
| "learning_rate": 1.698e-05, | |
| "loss": 0.582, | |
| "mean_token_accuracy": 0.8292897183448076, | |
| "num_tokens": 28327775.0, | |
| "step": 850 | |
| }, | |
| { | |
| "entropy": 0.6071364052593708, | |
| "epoch": 1.376, | |
| "grad_norm": 1.671875, | |
| "learning_rate": 1.718e-05, | |
| "loss": 0.5823, | |
| "mean_token_accuracy": 0.8310487173497677, | |
| "num_tokens": 28666116.0, | |
| "step": 860 | |
| }, | |
| { | |
| "entropy": 0.5939128069207072, | |
| "epoch": 1.392, | |
| "grad_norm": 1.4375, | |
| "learning_rate": 1.7380000000000003e-05, | |
| "loss": 0.5723, | |
| "mean_token_accuracy": 0.8350477192550898, | |
| "num_tokens": 29004293.0, | |
| "step": 870 | |
| }, | |
| { | |
| "entropy": 0.6024157986044884, | |
| "epoch": 1.408, | |
| "grad_norm": 1.421875, | |
| "learning_rate": 1.758e-05, | |
| "loss": 0.5827, | |
| "mean_token_accuracy": 0.8312420520931483, | |
| "num_tokens": 29330131.0, | |
| "step": 880 | |
| }, | |
| { | |
| "entropy": 0.6242644298821688, | |
| "epoch": 1.424, | |
| "grad_norm": 1.2890625, | |
| "learning_rate": 1.7780000000000003e-05, | |
| "loss": 0.6039, | |
| "mean_token_accuracy": 0.8263261545449495, | |
| "num_tokens": 29661850.0, | |
| "step": 890 | |
| }, | |
| { | |
| "entropy": 0.5897390013560653, | |
| "epoch": 1.44, | |
| "grad_norm": 1.2890625, | |
| "learning_rate": 1.798e-05, | |
| "loss": 0.5687, | |
| "mean_token_accuracy": 0.8350921101868153, | |
| "num_tokens": 29999392.0, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "eval_chemistry_entropy": 0.6641502072811126, | |
| "eval_chemistry_loss": 0.6906805634498596, | |
| "eval_chemistry_mean_token_accuracy": 0.8092845277786255, | |
| "eval_chemistry_num_tokens": 29999392.0, | |
| "eval_chemistry_runtime": 34.7482, | |
| "eval_chemistry_samples_per_second": 14.389, | |
| "eval_chemistry_steps_per_second": 3.597, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "eval_physics_entropy": 0.6082331819534301, | |
| "eval_physics_loss": 0.6185559034347534, | |
| "eval_physics_mean_token_accuracy": 0.8265736656188964, | |
| "eval_physics_num_tokens": 29999392.0, | |
| "eval_physics_runtime": 41.4301, | |
| "eval_physics_samples_per_second": 12.069, | |
| "eval_physics_steps_per_second": 3.017, | |
| "step": 900 | |
| }, | |
| { | |
| "entropy": 0.5889361893758178, | |
| "epoch": 1.456, | |
| "grad_norm": 1.2265625, | |
| "learning_rate": 1.8180000000000002e-05, | |
| "loss": 0.5722, | |
| "mean_token_accuracy": 0.8360798362642526, | |
| "num_tokens": 30341004.0, | |
| "step": 910 | |
| }, | |
| { | |
| "entropy": 0.6223346112295985, | |
| "epoch": 1.472, | |
| "grad_norm": 1.484375, | |
| "learning_rate": 1.8380000000000004e-05, | |
| "loss": 0.599, | |
| "mean_token_accuracy": 0.8281814876943827, | |
| "num_tokens": 30667689.0, | |
| "step": 920 | |
| }, | |
| { | |
| "entropy": 0.6086510250344872, | |
| "epoch": 1.488, | |
| "grad_norm": 1.25, | |
| "learning_rate": 1.858e-05, | |
| "loss": 0.5865, | |
| "mean_token_accuracy": 0.8305441569536924, | |
| "num_tokens": 30999697.0, | |
| "step": 930 | |
| }, | |
| { | |
| "entropy": 0.5955386120826006, | |
| "epoch": 1.504, | |
| "grad_norm": 1.234375, | |
| "learning_rate": 1.878e-05, | |
| "loss": 0.5699, | |
| "mean_token_accuracy": 0.8333926767110824, | |
| "num_tokens": 31332775.0, | |
| "step": 940 | |
| }, | |
| { | |
| "entropy": 0.6133549332618713, | |
| "epoch": 1.52, | |
| "grad_norm": 1.4609375, | |
| "learning_rate": 1.898e-05, | |
| "loss": 0.5915, | |
| "mean_token_accuracy": 0.8288876831531524, | |
| "num_tokens": 31666521.0, | |
| "step": 950 | |
| }, | |
| { | |
| "entropy": 0.6097657412290574, | |
| "epoch": 1.536, | |
| "grad_norm": 1.4296875, | |
| "learning_rate": 1.918e-05, | |
| "loss": 0.5866, | |
| "mean_token_accuracy": 0.8288511786609888, | |
| "num_tokens": 31998232.0, | |
| "step": 960 | |
| }, | |
| { | |
| "entropy": 0.5852528993040323, | |
| "epoch": 1.552, | |
| "grad_norm": 1.453125, | |
| "learning_rate": 1.938e-05, | |
| "loss": 0.5684, | |
| "mean_token_accuracy": 0.8353338003158569, | |
| "num_tokens": 32328085.0, | |
| "step": 970 | |
| }, | |
| { | |
| "entropy": 0.5982964089140296, | |
| "epoch": 1.568, | |
| "grad_norm": 1.375, | |
| "learning_rate": 1.9580000000000002e-05, | |
| "loss": 0.5753, | |
| "mean_token_accuracy": 0.832823446765542, | |
| "num_tokens": 32656603.0, | |
| "step": 980 | |
| }, | |
| { | |
| "entropy": 0.6145529938861728, | |
| "epoch": 1.584, | |
| "grad_norm": 1.3828125, | |
| "learning_rate": 1.978e-05, | |
| "loss": 0.5882, | |
| "mean_token_accuracy": 0.8275394171476365, | |
| "num_tokens": 32983769.0, | |
| "step": 990 | |
| }, | |
| { | |
| "entropy": 0.6043317306786775, | |
| "epoch": 1.6, | |
| "grad_norm": 1.3125, | |
| "learning_rate": 1.9980000000000002e-05, | |
| "loss": 0.5823, | |
| "mean_token_accuracy": 0.8310152795165777, | |
| "num_tokens": 33309282.0, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "eval_chemistry_entropy": 0.6794673941135406, | |
| "eval_chemistry_loss": 0.6896947026252747, | |
| "eval_chemistry_mean_token_accuracy": 0.8101202611923217, | |
| "eval_chemistry_num_tokens": 33309282.0, | |
| "eval_chemistry_runtime": 34.8102, | |
| "eval_chemistry_samples_per_second": 14.364, | |
| "eval_chemistry_steps_per_second": 3.591, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "eval_physics_entropy": 0.607559362411499, | |
| "eval_physics_loss": 0.6121883392333984, | |
| "eval_physics_mean_token_accuracy": 0.8272243642807007, | |
| "eval_physics_num_tokens": 33309282.0, | |
| "eval_physics_runtime": 41.0884, | |
| "eval_physics_samples_per_second": 12.169, | |
| "eval_physics_steps_per_second": 3.042, | |
| "step": 1000 | |
| }, | |
| { | |
| "entropy": 0.5851200748234987, | |
| "epoch": 1.616, | |
| "grad_norm": 1.328125, | |
| "learning_rate": 1.9980000000000002e-05, | |
| "loss": 0.5675, | |
| "mean_token_accuracy": 0.8361915960907936, | |
| "num_tokens": 33647616.0, | |
| "step": 1010 | |
| }, | |
| { | |
| "entropy": 0.5935754748061299, | |
| "epoch": 1.6320000000000001, | |
| "grad_norm": 1.3125, | |
| "learning_rate": 1.995777777777778e-05, | |
| "loss": 0.5753, | |
| "mean_token_accuracy": 0.8332207947969437, | |
| "num_tokens": 33977586.0, | |
| "step": 1020 | |
| }, | |
| { | |
| "entropy": 0.5731598405167461, | |
| "epoch": 1.6480000000000001, | |
| "grad_norm": 1.390625, | |
| "learning_rate": 1.9935555555555557e-05, | |
| "loss": 0.5536, | |
| "mean_token_accuracy": 0.8382600821554661, | |
| "num_tokens": 34312436.0, | |
| "step": 1030 | |
| }, | |
| { | |
| "entropy": 0.5990395007655025, | |
| "epoch": 1.6640000000000001, | |
| "grad_norm": 1.5390625, | |
| "learning_rate": 1.9913333333333335e-05, | |
| "loss": 0.5747, | |
| "mean_token_accuracy": 0.8332929655909538, | |
| "num_tokens": 34641549.0, | |
| "step": 1040 | |
| }, | |
| { | |
| "entropy": 0.589907999895513, | |
| "epoch": 1.6800000000000002, | |
| "grad_norm": 1.1953125, | |
| "learning_rate": 1.9891111111111112e-05, | |
| "loss": 0.5685, | |
| "mean_token_accuracy": 0.8342956956475973, | |
| "num_tokens": 34977031.0, | |
| "step": 1050 | |
| }, | |
| { | |
| "entropy": 0.5947070028632879, | |
| "epoch": 1.696, | |
| "grad_norm": 1.3046875, | |
| "learning_rate": 1.986888888888889e-05, | |
| "loss": 0.5736, | |
| "mean_token_accuracy": 0.8329529393464327, | |
| "num_tokens": 35300962.0, | |
| "step": 1060 | |
| }, | |
| { | |
| "entropy": 0.595324145630002, | |
| "epoch": 1.712, | |
| "grad_norm": 1.3359375, | |
| "learning_rate": 1.9846666666666668e-05, | |
| "loss": 0.574, | |
| "mean_token_accuracy": 0.831612591072917, | |
| "num_tokens": 35642662.0, | |
| "step": 1070 | |
| }, | |
| { | |
| "entropy": 0.581332896463573, | |
| "epoch": 1.728, | |
| "grad_norm": 1.3046875, | |
| "learning_rate": 1.9824444444444445e-05, | |
| "loss": 0.5648, | |
| "mean_token_accuracy": 0.8354741148650646, | |
| "num_tokens": 35980993.0, | |
| "step": 1080 | |
| }, | |
| { | |
| "entropy": 0.5898414205759763, | |
| "epoch": 1.744, | |
| "grad_norm": 1.2890625, | |
| "learning_rate": 1.9802222222222226e-05, | |
| "loss": 0.568, | |
| "mean_token_accuracy": 0.834344669431448, | |
| "num_tokens": 36326797.0, | |
| "step": 1090 | |
| }, | |
| { | |
| "entropy": 0.5798839410766959, | |
| "epoch": 1.76, | |
| "grad_norm": 1.3828125, | |
| "learning_rate": 1.978e-05, | |
| "loss": 0.5617, | |
| "mean_token_accuracy": 0.8352703254669904, | |
| "num_tokens": 36654797.0, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "eval_chemistry_entropy": 0.662034518957138, | |
| "eval_chemistry_loss": 0.6911905407905579, | |
| "eval_chemistry_mean_token_accuracy": 0.8086481132507324, | |
| "eval_chemistry_num_tokens": 36654797.0, | |
| "eval_chemistry_runtime": 34.786, | |
| "eval_chemistry_samples_per_second": 14.374, | |
| "eval_chemistry_steps_per_second": 3.593, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "eval_physics_entropy": 0.5805578632354736, | |
| "eval_physics_loss": 0.6039645671844482, | |
| "eval_physics_mean_token_accuracy": 0.8294073853492737, | |
| "eval_physics_num_tokens": 36654797.0, | |
| "eval_physics_runtime": 41.4109, | |
| "eval_physics_samples_per_second": 12.074, | |
| "eval_physics_steps_per_second": 3.019, | |
| "step": 1100 | |
| }, | |
| { | |
| "entropy": 0.6007018189877271, | |
| "epoch": 1.776, | |
| "grad_norm": 1.2890625, | |
| "learning_rate": 1.975777777777778e-05, | |
| "loss": 0.5839, | |
| "mean_token_accuracy": 0.8299636762589216, | |
| "num_tokens": 36989310.0, | |
| "step": 1110 | |
| }, | |
| { | |
| "entropy": 0.5859053635969758, | |
| "epoch": 1.792, | |
| "grad_norm": 1.3828125, | |
| "learning_rate": 1.9735555555555556e-05, | |
| "loss": 0.5609, | |
| "mean_token_accuracy": 0.8349329460412264, | |
| "num_tokens": 37318535.0, | |
| "step": 1120 | |
| }, | |
| { | |
| "entropy": 0.5717526819556952, | |
| "epoch": 1.808, | |
| "grad_norm": 1.2109375, | |
| "learning_rate": 1.9713333333333337e-05, | |
| "loss": 0.5516, | |
| "mean_token_accuracy": 0.837704149633646, | |
| "num_tokens": 37658889.0, | |
| "step": 1130 | |
| }, | |
| { | |
| "entropy": 0.5855952553451061, | |
| "epoch": 1.8239999999999998, | |
| "grad_norm": 1.25, | |
| "learning_rate": 1.969111111111111e-05, | |
| "loss": 0.5609, | |
| "mean_token_accuracy": 0.8358533851802349, | |
| "num_tokens": 37995198.0, | |
| "step": 1140 | |
| }, | |
| { | |
| "entropy": 0.576733535528183, | |
| "epoch": 1.8399999999999999, | |
| "grad_norm": 1.2421875, | |
| "learning_rate": 1.9668888888888892e-05, | |
| "loss": 0.5602, | |
| "mean_token_accuracy": 0.8364770855754614, | |
| "num_tokens": 38325542.0, | |
| "step": 1150 | |
| }, | |
| { | |
| "entropy": 0.5805189371109009, | |
| "epoch": 1.8559999999999999, | |
| "grad_norm": 1.234375, | |
| "learning_rate": 1.9646666666666666e-05, | |
| "loss": 0.5562, | |
| "mean_token_accuracy": 0.8367651741951704, | |
| "num_tokens": 38668148.0, | |
| "step": 1160 | |
| }, | |
| { | |
| "entropy": 0.5755893625319004, | |
| "epoch": 1.8719999999999999, | |
| "grad_norm": 1.234375, | |
| "learning_rate": 1.9624444444444447e-05, | |
| "loss": 0.5567, | |
| "mean_token_accuracy": 0.8351109046489, | |
| "num_tokens": 39001652.0, | |
| "step": 1170 | |
| }, | |
| { | |
| "entropy": 0.593781272508204, | |
| "epoch": 1.888, | |
| "grad_norm": 1.375, | |
| "learning_rate": 1.9602222222222225e-05, | |
| "loss": 0.5698, | |
| "mean_token_accuracy": 0.8326846692711115, | |
| "num_tokens": 39333474.0, | |
| "step": 1180 | |
| }, | |
| { | |
| "entropy": 0.5997770514339209, | |
| "epoch": 1.904, | |
| "grad_norm": 1.25, | |
| "learning_rate": 1.9580000000000002e-05, | |
| "loss": 0.5793, | |
| "mean_token_accuracy": 0.8314935185015202, | |
| "num_tokens": 39663055.0, | |
| "step": 1190 | |
| }, | |
| { | |
| "entropy": 0.5944939412176609, | |
| "epoch": 1.92, | |
| "grad_norm": 1.2265625, | |
| "learning_rate": 1.955777777777778e-05, | |
| "loss": 0.5733, | |
| "mean_token_accuracy": 0.8316057369112968, | |
| "num_tokens": 39989824.0, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "eval_chemistry_entropy": 0.6759118571281433, | |
| "eval_chemistry_loss": 0.6883504986763, | |
| "eval_chemistry_mean_token_accuracy": 0.8099100780487061, | |
| "eval_chemistry_num_tokens": 39989824.0, | |
| "eval_chemistry_runtime": 35.0777, | |
| "eval_chemistry_samples_per_second": 14.254, | |
| "eval_chemistry_steps_per_second": 3.564, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "eval_physics_entropy": 0.5913804955482483, | |
| "eval_physics_loss": 0.5959852337837219, | |
| "eval_physics_mean_token_accuracy": 0.8307065281867981, | |
| "eval_physics_num_tokens": 39989824.0, | |
| "eval_physics_runtime": 41.4833, | |
| "eval_physics_samples_per_second": 12.053, | |
| "eval_physics_steps_per_second": 3.013, | |
| "step": 1200 | |
| }, | |
| { | |
| "entropy": 0.5832644954323769, | |
| "epoch": 1.936, | |
| "grad_norm": 1.1953125, | |
| "learning_rate": 1.9535555555555557e-05, | |
| "loss": 0.5641, | |
| "mean_token_accuracy": 0.8353390946984292, | |
| "num_tokens": 40325070.0, | |
| "step": 1210 | |
| }, | |
| { | |
| "entropy": 0.5566705971956253, | |
| "epoch": 1.952, | |
| "grad_norm": 1.28125, | |
| "learning_rate": 1.9513333333333335e-05, | |
| "loss": 0.5374, | |
| "mean_token_accuracy": 0.8413328900933266, | |
| "num_tokens": 40659614.0, | |
| "step": 1220 | |
| }, | |
| { | |
| "entropy": 0.5830600494518876, | |
| "epoch": 1.968, | |
| "grad_norm": 1.15625, | |
| "learning_rate": 1.9491111111111113e-05, | |
| "loss": 0.5625, | |
| "mean_token_accuracy": 0.835172512754798, | |
| "num_tokens": 40991508.0, | |
| "step": 1230 | |
| }, | |
| { | |
| "entropy": 0.581772717833519, | |
| "epoch": 1.984, | |
| "grad_norm": 1.25, | |
| "learning_rate": 1.946888888888889e-05, | |
| "loss": 0.5629, | |
| "mean_token_accuracy": 0.8342908933758736, | |
| "num_tokens": 41328779.0, | |
| "step": 1240 | |
| }, | |
| { | |
| "entropy": 0.5848113460466265, | |
| "epoch": 2.0, | |
| "grad_norm": 1.171875, | |
| "learning_rate": 1.9446666666666668e-05, | |
| "loss": 0.5611, | |
| "mean_token_accuracy": 0.8350322283804417, | |
| "num_tokens": 41664296.0, | |
| "step": 1250 | |
| }, | |
| { | |
| "entropy": 0.48217232096940277, | |
| "epoch": 2.016, | |
| "grad_norm": 1.375, | |
| "learning_rate": 1.9424444444444446e-05, | |
| "loss": 0.4598, | |
| "mean_token_accuracy": 0.8575068596750498, | |
| "num_tokens": 42001193.0, | |
| "step": 1260 | |
| }, | |
| { | |
| "entropy": 0.47964414674788713, | |
| "epoch": 2.032, | |
| "grad_norm": 1.4921875, | |
| "learning_rate": 1.9402222222222223e-05, | |
| "loss": 0.4587, | |
| "mean_token_accuracy": 0.8569075904786587, | |
| "num_tokens": 42340757.0, | |
| "step": 1270 | |
| }, | |
| { | |
| "entropy": 0.49382132217288016, | |
| "epoch": 2.048, | |
| "grad_norm": 1.4921875, | |
| "learning_rate": 1.938e-05, | |
| "loss": 0.4713, | |
| "mean_token_accuracy": 0.8529856160283089, | |
| "num_tokens": 42670324.0, | |
| "step": 1280 | |
| }, | |
| { | |
| "entropy": 0.47823069952428343, | |
| "epoch": 2.064, | |
| "grad_norm": 1.3984375, | |
| "learning_rate": 1.935777777777778e-05, | |
| "loss": 0.4566, | |
| "mean_token_accuracy": 0.8581176064908504, | |
| "num_tokens": 43010231.0, | |
| "step": 1290 | |
| }, | |
| { | |
| "entropy": 0.48923970870673655, | |
| "epoch": 2.08, | |
| "grad_norm": 1.3828125, | |
| "learning_rate": 1.9335555555555556e-05, | |
| "loss": 0.4667, | |
| "mean_token_accuracy": 0.8556209966540337, | |
| "num_tokens": 43340227.0, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "eval_chemistry_entropy": 0.546965966463089, | |
| "eval_chemistry_loss": 0.7304518818855286, | |
| "eval_chemistry_mean_token_accuracy": 0.8063767719268798, | |
| "eval_chemistry_num_tokens": 43340227.0, | |
| "eval_chemistry_runtime": 34.7458, | |
| "eval_chemistry_samples_per_second": 14.39, | |
| "eval_chemistry_steps_per_second": 3.598, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "eval_physics_entropy": 0.49418199634552, | |
| "eval_physics_loss": 0.6146922707557678, | |
| "eval_physics_mean_token_accuracy": 0.8299191513061523, | |
| "eval_physics_num_tokens": 43340227.0, | |
| "eval_physics_runtime": 41.365, | |
| "eval_physics_samples_per_second": 12.088, | |
| "eval_physics_steps_per_second": 3.022, | |
| "step": 1300 | |
| }, | |
| { | |
| "entropy": 0.4770382607355714, | |
| "epoch": 2.096, | |
| "grad_norm": 1.3984375, | |
| "learning_rate": 1.9313333333333334e-05, | |
| "loss": 0.461, | |
| "mean_token_accuracy": 0.8564476538449526, | |
| "num_tokens": 43673099.0, | |
| "step": 1310 | |
| }, | |
| { | |
| "entropy": 0.4707287013530731, | |
| "epoch": 2.112, | |
| "grad_norm": 1.390625, | |
| "learning_rate": 1.9291111111111115e-05, | |
| "loss": 0.4509, | |
| "mean_token_accuracy": 0.8583695068955421, | |
| "num_tokens": 44005986.0, | |
| "step": 1320 | |
| }, | |
| { | |
| "entropy": 0.4803559150546789, | |
| "epoch": 2.128, | |
| "grad_norm": 1.453125, | |
| "learning_rate": 1.926888888888889e-05, | |
| "loss": 0.4643, | |
| "mean_token_accuracy": 0.8548851139843464, | |
| "num_tokens": 44321465.0, | |
| "step": 1330 | |
| }, | |
| { | |
| "entropy": 0.48221837151795627, | |
| "epoch": 2.144, | |
| "grad_norm": 1.375, | |
| "learning_rate": 1.924666666666667e-05, | |
| "loss": 0.4619, | |
| "mean_token_accuracy": 0.8559276178479195, | |
| "num_tokens": 44661027.0, | |
| "step": 1340 | |
| }, | |
| { | |
| "entropy": 0.5006665755994618, | |
| "epoch": 2.16, | |
| "grad_norm": 1.4140625, | |
| "learning_rate": 1.9224444444444444e-05, | |
| "loss": 0.4817, | |
| "mean_token_accuracy": 0.8508365921676159, | |
| "num_tokens": 44994236.0, | |
| "step": 1350 | |
| }, | |
| { | |
| "entropy": 0.4735172586515546, | |
| "epoch": 2.176, | |
| "grad_norm": 1.328125, | |
| "learning_rate": 1.9202222222222225e-05, | |
| "loss": 0.4583, | |
| "mean_token_accuracy": 0.856869063898921, | |
| "num_tokens": 45334280.0, | |
| "step": 1360 | |
| }, | |
| { | |
| "entropy": 0.47296210322529075, | |
| "epoch": 2.192, | |
| "grad_norm": 1.3984375, | |
| "learning_rate": 1.918e-05, | |
| "loss": 0.4593, | |
| "mean_token_accuracy": 0.857900059223175, | |
| "num_tokens": 45666954.0, | |
| "step": 1370 | |
| }, | |
| { | |
| "entropy": 0.47185815051198005, | |
| "epoch": 2.208, | |
| "grad_norm": 1.4609375, | |
| "learning_rate": 1.915777777777778e-05, | |
| "loss": 0.452, | |
| "mean_token_accuracy": 0.858792957663536, | |
| "num_tokens": 45999546.0, | |
| "step": 1380 | |
| }, | |
| { | |
| "entropy": 0.47457288652658464, | |
| "epoch": 2.224, | |
| "grad_norm": 1.328125, | |
| "learning_rate": 1.9135555555555555e-05, | |
| "loss": 0.4591, | |
| "mean_token_accuracy": 0.8570701099932194, | |
| "num_tokens": 46333809.0, | |
| "step": 1390 | |
| }, | |
| { | |
| "entropy": 0.4764716824516654, | |
| "epoch": 2.24, | |
| "grad_norm": 1.3671875, | |
| "learning_rate": 1.9113333333333336e-05, | |
| "loss": 0.4596, | |
| "mean_token_accuracy": 0.856460390239954, | |
| "num_tokens": 46673328.0, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 2.24, | |
| "eval_chemistry_entropy": 0.5586697208881378, | |
| "eval_chemistry_loss": 0.7306581735610962, | |
| "eval_chemistry_mean_token_accuracy": 0.8062993106842041, | |
| "eval_chemistry_num_tokens": 46673328.0, | |
| "eval_chemistry_runtime": 34.6938, | |
| "eval_chemistry_samples_per_second": 14.412, | |
| "eval_chemistry_steps_per_second": 3.603, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 2.24, | |
| "eval_physics_entropy": 0.5080966579914094, | |
| "eval_physics_loss": 0.611297607421875, | |
| "eval_physics_mean_token_accuracy": 0.830946072101593, | |
| "eval_physics_num_tokens": 46673328.0, | |
| "eval_physics_runtime": 41.3319, | |
| "eval_physics_samples_per_second": 12.097, | |
| "eval_physics_steps_per_second": 3.024, | |
| "step": 1400 | |
| }, | |
| { | |
| "entropy": 0.4922581292688847, | |
| "epoch": 2.2560000000000002, | |
| "grad_norm": 1.484375, | |
| "learning_rate": 1.9091111111111113e-05, | |
| "loss": 0.4743, | |
| "mean_token_accuracy": 0.8529286984354257, | |
| "num_tokens": 47001509.0, | |
| "step": 1410 | |
| }, | |
| { | |
| "entropy": 0.47681235875934364, | |
| "epoch": 2.2720000000000002, | |
| "grad_norm": 1.4921875, | |
| "learning_rate": 1.906888888888889e-05, | |
| "loss": 0.4583, | |
| "mean_token_accuracy": 0.8574760638177394, | |
| "num_tokens": 47340142.0, | |
| "step": 1420 | |
| }, | |
| { | |
| "entropy": 0.4867669759318233, | |
| "epoch": 2.288, | |
| "grad_norm": 1.4453125, | |
| "learning_rate": 1.904666666666667e-05, | |
| "loss": 0.4711, | |
| "mean_token_accuracy": 0.853106002509594, | |
| "num_tokens": 47677550.0, | |
| "step": 1430 | |
| }, | |
| { | |
| "entropy": 0.4855895210057497, | |
| "epoch": 2.304, | |
| "grad_norm": 1.5703125, | |
| "learning_rate": 1.9024444444444446e-05, | |
| "loss": 0.4641, | |
| "mean_token_accuracy": 0.855696403235197, | |
| "num_tokens": 47993851.0, | |
| "step": 1440 | |
| }, | |
| { | |
| "entropy": 0.48173528388142584, | |
| "epoch": 2.32, | |
| "grad_norm": 1.328125, | |
| "learning_rate": 1.9002222222222224e-05, | |
| "loss": 0.4624, | |
| "mean_token_accuracy": 0.8548369336873293, | |
| "num_tokens": 48332577.0, | |
| "step": 1450 | |
| }, | |
| { | |
| "entropy": 0.46310502383857965, | |
| "epoch": 2.336, | |
| "grad_norm": 1.3984375, | |
| "learning_rate": 1.898e-05, | |
| "loss": 0.4466, | |
| "mean_token_accuracy": 0.8590828448534011, | |
| "num_tokens": 48676623.0, | |
| "step": 1460 | |
| }, | |
| { | |
| "entropy": 0.46570080444216727, | |
| "epoch": 2.352, | |
| "grad_norm": 1.3828125, | |
| "learning_rate": 1.895777777777778e-05, | |
| "loss": 0.4477, | |
| "mean_token_accuracy": 0.8588027618825436, | |
| "num_tokens": 49007770.0, | |
| "step": 1470 | |
| }, | |
| { | |
| "entropy": 0.47828576155006886, | |
| "epoch": 2.368, | |
| "grad_norm": 1.4296875, | |
| "learning_rate": 1.8935555555555556e-05, | |
| "loss": 0.463, | |
| "mean_token_accuracy": 0.8564012508839369, | |
| "num_tokens": 49350016.0, | |
| "step": 1480 | |
| }, | |
| { | |
| "entropy": 0.48590457029640677, | |
| "epoch": 2.384, | |
| "grad_norm": 1.609375, | |
| "learning_rate": 1.8913333333333334e-05, | |
| "loss": 0.4677, | |
| "mean_token_accuracy": 0.8538792595267296, | |
| "num_tokens": 49679074.0, | |
| "step": 1490 | |
| }, | |
| { | |
| "entropy": 0.4809177804738283, | |
| "epoch": 2.4, | |
| "grad_norm": 1.4921875, | |
| "learning_rate": 1.8891111111111115e-05, | |
| "loss": 0.4631, | |
| "mean_token_accuracy": 0.8553439110517502, | |
| "num_tokens": 50020648.0, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "eval_chemistry_entropy": 0.5487088859081268, | |
| "eval_chemistry_loss": 0.7314473986625671, | |
| "eval_chemistry_mean_token_accuracy": 0.8061141548156738, | |
| "eval_chemistry_num_tokens": 50020648.0, | |
| "eval_chemistry_runtime": 34.6612, | |
| "eval_chemistry_samples_per_second": 14.425, | |
| "eval_chemistry_steps_per_second": 3.606, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "eval_physics_entropy": 0.4990242130756378, | |
| "eval_physics_loss": 0.6052322387695312, | |
| "eval_physics_mean_token_accuracy": 0.8326480937004089, | |
| "eval_physics_num_tokens": 50020648.0, | |
| "eval_physics_runtime": 40.9615, | |
| "eval_physics_samples_per_second": 12.207, | |
| "eval_physics_steps_per_second": 3.052, | |
| "step": 1500 | |
| }, | |
| { | |
| "entropy": 0.4788668820634484, | |
| "epoch": 2.416, | |
| "grad_norm": 1.3984375, | |
| "learning_rate": 1.886888888888889e-05, | |
| "loss": 0.4614, | |
| "mean_token_accuracy": 0.8562805935740471, | |
| "num_tokens": 50370135.0, | |
| "step": 1510 | |
| }, | |
| { | |
| "entropy": 0.4815561521798372, | |
| "epoch": 2.432, | |
| "grad_norm": 1.4375, | |
| "learning_rate": 1.884666666666667e-05, | |
| "loss": 0.465, | |
| "mean_token_accuracy": 0.8552235502749681, | |
| "num_tokens": 50695363.0, | |
| "step": 1520 | |
| }, | |
| { | |
| "entropy": 0.494814782217145, | |
| "epoch": 2.448, | |
| "grad_norm": 1.4453125, | |
| "learning_rate": 1.8824444444444445e-05, | |
| "loss": 0.4771, | |
| "mean_token_accuracy": 0.851343784853816, | |
| "num_tokens": 51023498.0, | |
| "step": 1530 | |
| }, | |
| { | |
| "entropy": 0.4887571394443512, | |
| "epoch": 2.464, | |
| "grad_norm": 1.5234375, | |
| "learning_rate": 1.8802222222222226e-05, | |
| "loss": 0.4677, | |
| "mean_token_accuracy": 0.8553626071661711, | |
| "num_tokens": 51349816.0, | |
| "step": 1540 | |
| }, | |
| { | |
| "entropy": 0.48406565077602864, | |
| "epoch": 2.48, | |
| "grad_norm": 1.5, | |
| "learning_rate": 1.878e-05, | |
| "loss": 0.4662, | |
| "mean_token_accuracy": 0.8541974198073149, | |
| "num_tokens": 51680507.0, | |
| "step": 1550 | |
| }, | |
| { | |
| "entropy": 0.4840725682675838, | |
| "epoch": 2.496, | |
| "grad_norm": 1.40625, | |
| "learning_rate": 1.875777777777778e-05, | |
| "loss": 0.4692, | |
| "mean_token_accuracy": 0.8539839003235101, | |
| "num_tokens": 52017752.0, | |
| "step": 1560 | |
| }, | |
| { | |
| "entropy": 0.47237055795267224, | |
| "epoch": 2.512, | |
| "grad_norm": 1.5390625, | |
| "learning_rate": 1.873555555555556e-05, | |
| "loss": 0.4547, | |
| "mean_token_accuracy": 0.8578830562531948, | |
| "num_tokens": 52345439.0, | |
| "step": 1570 | |
| }, | |
| { | |
| "entropy": 0.47300295867025854, | |
| "epoch": 2.528, | |
| "grad_norm": 1.3671875, | |
| "learning_rate": 1.8713333333333336e-05, | |
| "loss": 0.456, | |
| "mean_token_accuracy": 0.8584080573171378, | |
| "num_tokens": 52683886.0, | |
| "step": 1580 | |
| }, | |
| { | |
| "entropy": 0.48024273496121167, | |
| "epoch": 2.544, | |
| "grad_norm": 1.5546875, | |
| "learning_rate": 1.8691111111111114e-05, | |
| "loss": 0.4609, | |
| "mean_token_accuracy": 0.8557684738188982, | |
| "num_tokens": 53004529.0, | |
| "step": 1590 | |
| }, | |
| { | |
| "entropy": 0.47996121235191824, | |
| "epoch": 2.56, | |
| "grad_norm": 1.4296875, | |
| "learning_rate": 1.866888888888889e-05, | |
| "loss": 0.4592, | |
| "mean_token_accuracy": 0.8556542955338955, | |
| "num_tokens": 53336280.0, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "eval_chemistry_entropy": 0.554151120185852, | |
| "eval_chemistry_loss": 0.7288383841514587, | |
| "eval_chemistry_mean_token_accuracy": 0.8056904196739196, | |
| "eval_chemistry_num_tokens": 53336280.0, | |
| "eval_chemistry_runtime": 34.6332, | |
| "eval_chemistry_samples_per_second": 14.437, | |
| "eval_chemistry_steps_per_second": 3.609, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "eval_physics_entropy": 0.49764198398590087, | |
| "eval_physics_loss": 0.6016162037849426, | |
| "eval_physics_mean_token_accuracy": 0.8329321603775024, | |
| "eval_physics_num_tokens": 53336280.0, | |
| "eval_physics_runtime": 41.2433, | |
| "eval_physics_samples_per_second": 12.123, | |
| "eval_physics_steps_per_second": 3.031, | |
| "step": 1600 | |
| }, | |
| { | |
| "entropy": 0.46981679294258355, | |
| "epoch": 2.576, | |
| "grad_norm": 1.4453125, | |
| "learning_rate": 1.864666666666667e-05, | |
| "loss": 0.4564, | |
| "mean_token_accuracy": 0.8582920409739018, | |
| "num_tokens": 53667647.0, | |
| "step": 1610 | |
| }, | |
| { | |
| "entropy": 0.47870821300894023, | |
| "epoch": 2.592, | |
| "grad_norm": 1.3046875, | |
| "learning_rate": 1.8624444444444446e-05, | |
| "loss": 0.4629, | |
| "mean_token_accuracy": 0.8552918780595065, | |
| "num_tokens": 53997614.0, | |
| "step": 1620 | |
| }, | |
| { | |
| "entropy": 0.47518060319125655, | |
| "epoch": 2.608, | |
| "grad_norm": 1.3828125, | |
| "learning_rate": 1.8602222222222224e-05, | |
| "loss": 0.4513, | |
| "mean_token_accuracy": 0.8582707166671752, | |
| "num_tokens": 54330195.0, | |
| "step": 1630 | |
| }, | |
| { | |
| "entropy": 0.48298279475420713, | |
| "epoch": 2.624, | |
| "grad_norm": 1.3671875, | |
| "learning_rate": 1.858e-05, | |
| "loss": 0.4625, | |
| "mean_token_accuracy": 0.8556858822703362, | |
| "num_tokens": 54664342.0, | |
| "step": 1640 | |
| }, | |
| { | |
| "entropy": 0.4753486838191748, | |
| "epoch": 2.64, | |
| "grad_norm": 1.46875, | |
| "learning_rate": 1.855777777777778e-05, | |
| "loss": 0.4582, | |
| "mean_token_accuracy": 0.8570550225675106, | |
| "num_tokens": 54993626.0, | |
| "step": 1650 | |
| }, | |
| { | |
| "entropy": 0.49773360043764114, | |
| "epoch": 2.656, | |
| "grad_norm": 1.5703125, | |
| "learning_rate": 1.8535555555555557e-05, | |
| "loss": 0.4796, | |
| "mean_token_accuracy": 0.850704287365079, | |
| "num_tokens": 55339962.0, | |
| "step": 1660 | |
| }, | |
| { | |
| "entropy": 0.48465393427759407, | |
| "epoch": 2.672, | |
| "grad_norm": 1.4765625, | |
| "learning_rate": 1.8513333333333335e-05, | |
| "loss": 0.4659, | |
| "mean_token_accuracy": 0.8545554764568806, | |
| "num_tokens": 55670567.0, | |
| "step": 1670 | |
| }, | |
| { | |
| "entropy": 0.4666805924847722, | |
| "epoch": 2.6879999999999997, | |
| "grad_norm": 1.46875, | |
| "learning_rate": 1.8491111111111112e-05, | |
| "loss": 0.4524, | |
| "mean_token_accuracy": 0.8596824321895837, | |
| "num_tokens": 56003156.0, | |
| "step": 1680 | |
| }, | |
| { | |
| "entropy": 0.4853338483721018, | |
| "epoch": 2.7039999999999997, | |
| "grad_norm": 1.3984375, | |
| "learning_rate": 1.846888888888889e-05, | |
| "loss": 0.4651, | |
| "mean_token_accuracy": 0.8554550468921661, | |
| "num_tokens": 56342926.0, | |
| "step": 1690 | |
| }, | |
| { | |
| "entropy": 0.47395940907299516, | |
| "epoch": 2.7199999999999998, | |
| "grad_norm": 1.5625, | |
| "learning_rate": 1.8446666666666667e-05, | |
| "loss": 0.4578, | |
| "mean_token_accuracy": 0.8566099297255277, | |
| "num_tokens": 56677521.0, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 2.7199999999999998, | |
| "eval_chemistry_entropy": 0.5565269174575805, | |
| "eval_chemistry_loss": 0.7264519333839417, | |
| "eval_chemistry_mean_token_accuracy": 0.8058576831817627, | |
| "eval_chemistry_num_tokens": 56677521.0, | |
| "eval_chemistry_runtime": 34.6286, | |
| "eval_chemistry_samples_per_second": 14.439, | |
| "eval_chemistry_steps_per_second": 3.61, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 2.7199999999999998, | |
| "eval_physics_entropy": 0.5007153513431549, | |
| "eval_physics_loss": 0.5944604277610779, | |
| "eval_physics_mean_token_accuracy": 0.8342739996910096, | |
| "eval_physics_num_tokens": 56677521.0, | |
| "eval_physics_runtime": 41.2898, | |
| "eval_physics_samples_per_second": 12.11, | |
| "eval_physics_steps_per_second": 3.027, | |
| "step": 1700 | |
| }, | |
| { | |
| "entropy": 0.49342543426901103, | |
| "epoch": 2.7359999999999998, | |
| "grad_norm": 1.4921875, | |
| "learning_rate": 1.842444444444445e-05, | |
| "loss": 0.4713, | |
| "mean_token_accuracy": 0.8526182346045971, | |
| "num_tokens": 57003161.0, | |
| "step": 1710 | |
| }, | |
| { | |
| "entropy": 0.4808831615373492, | |
| "epoch": 2.752, | |
| "grad_norm": 1.515625, | |
| "learning_rate": 1.8402222222222223e-05, | |
| "loss": 0.4654, | |
| "mean_token_accuracy": 0.8546452801674604, | |
| "num_tokens": 57335850.0, | |
| "step": 1720 | |
| }, | |
| { | |
| "entropy": 0.4690231055021286, | |
| "epoch": 2.768, | |
| "grad_norm": 1.4296875, | |
| "learning_rate": 1.8380000000000004e-05, | |
| "loss": 0.4528, | |
| "mean_token_accuracy": 0.8586602933704853, | |
| "num_tokens": 57672649.0, | |
| "step": 1730 | |
| }, | |
| { | |
| "entropy": 0.48197978772222994, | |
| "epoch": 2.784, | |
| "grad_norm": 1.5, | |
| "learning_rate": 1.8357777777777778e-05, | |
| "loss": 0.4629, | |
| "mean_token_accuracy": 0.856096263974905, | |
| "num_tokens": 58007431.0, | |
| "step": 1740 | |
| }, | |
| { | |
| "entropy": 0.5036183711141348, | |
| "epoch": 2.8, | |
| "grad_norm": 1.4921875, | |
| "learning_rate": 1.833555555555556e-05, | |
| "loss": 0.4836, | |
| "mean_token_accuracy": 0.8493415039032698, | |
| "num_tokens": 58332730.0, | |
| "step": 1750 | |
| }, | |
| { | |
| "entropy": 0.462801137752831, | |
| "epoch": 2.816, | |
| "grad_norm": 1.359375, | |
| "learning_rate": 1.8313333333333333e-05, | |
| "loss": 0.4433, | |
| "mean_token_accuracy": 0.8603610061109066, | |
| "num_tokens": 58672106.0, | |
| "step": 1760 | |
| }, | |
| { | |
| "entropy": 0.4801277067512274, | |
| "epoch": 2.832, | |
| "grad_norm": 1.4140625, | |
| "learning_rate": 1.8291111111111114e-05, | |
| "loss": 0.4664, | |
| "mean_token_accuracy": 0.8545713942497969, | |
| "num_tokens": 58997592.0, | |
| "step": 1770 | |
| }, | |
| { | |
| "entropy": 0.4840684751048684, | |
| "epoch": 2.848, | |
| "grad_norm": 1.4140625, | |
| "learning_rate": 1.8268888888888888e-05, | |
| "loss": 0.4668, | |
| "mean_token_accuracy": 0.8554341107606888, | |
| "num_tokens": 59326336.0, | |
| "step": 1780 | |
| }, | |
| { | |
| "entropy": 0.4763260716572404, | |
| "epoch": 2.864, | |
| "grad_norm": 1.296875, | |
| "learning_rate": 1.824666666666667e-05, | |
| "loss": 0.4575, | |
| "mean_token_accuracy": 0.858063718304038, | |
| "num_tokens": 59668586.0, | |
| "step": 1790 | |
| }, | |
| { | |
| "entropy": 0.47250860314816234, | |
| "epoch": 2.88, | |
| "grad_norm": 1.6015625, | |
| "learning_rate": 1.8224444444444447e-05, | |
| "loss": 0.4591, | |
| "mean_token_accuracy": 0.8573315985500812, | |
| "num_tokens": 59993572.0, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "eval_chemistry_entropy": 0.5572835853099823, | |
| "eval_chemistry_loss": 0.7282317876815796, | |
| "eval_chemistry_mean_token_accuracy": 0.8056740365028381, | |
| "eval_chemistry_num_tokens": 59993572.0, | |
| "eval_chemistry_runtime": 34.6241, | |
| "eval_chemistry_samples_per_second": 14.441, | |
| "eval_chemistry_steps_per_second": 3.61, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "eval_physics_entropy": 0.5005052845478057, | |
| "eval_physics_loss": 0.5933815240859985, | |
| "eval_physics_mean_token_accuracy": 0.834332944393158, | |
| "eval_physics_num_tokens": 59993572.0, | |
| "eval_physics_runtime": 41.2544, | |
| "eval_physics_samples_per_second": 12.12, | |
| "eval_physics_steps_per_second": 3.03, | |
| "step": 1800 | |
| }, | |
| { | |
| "entropy": 0.4770482426509261, | |
| "epoch": 2.896, | |
| "grad_norm": 1.5, | |
| "learning_rate": 1.8202222222222225e-05, | |
| "loss": 0.4576, | |
| "mean_token_accuracy": 0.8566633488982915, | |
| "num_tokens": 60324128.0, | |
| "step": 1810 | |
| }, | |
| { | |
| "entropy": 0.472668781876564, | |
| "epoch": 2.912, | |
| "grad_norm": 1.4296875, | |
| "learning_rate": 1.8180000000000002e-05, | |
| "loss": 0.4549, | |
| "mean_token_accuracy": 0.858355012908578, | |
| "num_tokens": 60657399.0, | |
| "step": 1820 | |
| }, | |
| { | |
| "entropy": 0.4690807094797492, | |
| "epoch": 2.928, | |
| "grad_norm": 1.3984375, | |
| "learning_rate": 1.815777777777778e-05, | |
| "loss": 0.4515, | |
| "mean_token_accuracy": 0.8586832124739885, | |
| "num_tokens": 60984711.0, | |
| "step": 1830 | |
| }, | |
| { | |
| "entropy": 0.4677178554236889, | |
| "epoch": 2.944, | |
| "grad_norm": 1.6015625, | |
| "learning_rate": 1.8135555555555557e-05, | |
| "loss": 0.4533, | |
| "mean_token_accuracy": 0.858997655287385, | |
| "num_tokens": 61321359.0, | |
| "step": 1840 | |
| }, | |
| { | |
| "entropy": 0.47983004804700613, | |
| "epoch": 2.96, | |
| "grad_norm": 1.3828125, | |
| "learning_rate": 1.8113333333333335e-05, | |
| "loss": 0.4607, | |
| "mean_token_accuracy": 0.8569474756717682, | |
| "num_tokens": 61659042.0, | |
| "step": 1850 | |
| }, | |
| { | |
| "entropy": 0.4755082868039608, | |
| "epoch": 2.976, | |
| "grad_norm": 1.4296875, | |
| "learning_rate": 1.8091111111111113e-05, | |
| "loss": 0.455, | |
| "mean_token_accuracy": 0.8571343049407005, | |
| "num_tokens": 61993595.0, | |
| "step": 1860 | |
| }, | |
| { | |
| "entropy": 0.46073452215641736, | |
| "epoch": 2.992, | |
| "grad_norm": 1.328125, | |
| "learning_rate": 1.806888888888889e-05, | |
| "loss": 0.4449, | |
| "mean_token_accuracy": 0.8599927302449941, | |
| "num_tokens": 62334012.0, | |
| "step": 1870 | |
| }, | |
| { | |
| "entropy": 0.41872623963281513, | |
| "epoch": 3.008, | |
| "grad_norm": 1.734375, | |
| "learning_rate": 1.8046666666666668e-05, | |
| "loss": 0.3776, | |
| "mean_token_accuracy": 0.879940589517355, | |
| "num_tokens": 62660928.0, | |
| "step": 1880 | |
| }, | |
| { | |
| "entropy": 0.3062732330523431, | |
| "epoch": 3.024, | |
| "grad_norm": 1.796875, | |
| "learning_rate": 1.8024444444444445e-05, | |
| "loss": 0.298, | |
| "mean_token_accuracy": 0.9008689176291227, | |
| "num_tokens": 62992670.0, | |
| "step": 1890 | |
| }, | |
| { | |
| "entropy": 0.314318940974772, | |
| "epoch": 3.04, | |
| "grad_norm": 1.890625, | |
| "learning_rate": 1.8002222222222223e-05, | |
| "loss": 0.2908, | |
| "mean_token_accuracy": 0.9024943716824054, | |
| "num_tokens": 63335157.0, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 3.04, | |
| "eval_chemistry_entropy": 0.4083097501993179, | |
| "eval_chemistry_loss": 0.8877620697021484, | |
| "eval_chemistry_mean_token_accuracy": 0.795852870464325, | |
| "eval_chemistry_num_tokens": 63335157.0, | |
| "eval_chemistry_runtime": 34.5811, | |
| "eval_chemistry_samples_per_second": 14.459, | |
| "eval_chemistry_steps_per_second": 3.615, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 3.04, | |
| "eval_physics_entropy": 0.356642371058464, | |
| "eval_physics_loss": 0.7040289044380188, | |
| "eval_physics_mean_token_accuracy": 0.8281279788017273, | |
| "eval_physics_num_tokens": 63335157.0, | |
| "eval_physics_runtime": 41.2473, | |
| "eval_physics_samples_per_second": 12.122, | |
| "eval_physics_steps_per_second": 3.031, | |
| "step": 1900 | |
| }, | |
| { | |
| "entropy": 0.3101253783330321, | |
| "epoch": 3.056, | |
| "grad_norm": 1.8671875, | |
| "learning_rate": 1.798e-05, | |
| "loss": 0.2855, | |
| "mean_token_accuracy": 0.9037388786673546, | |
| "num_tokens": 63662314.0, | |
| "step": 1910 | |
| }, | |
| { | |
| "entropy": 0.3101832845248282, | |
| "epoch": 3.072, | |
| "grad_norm": 1.9921875, | |
| "learning_rate": 1.7957777777777778e-05, | |
| "loss": 0.2901, | |
| "mean_token_accuracy": 0.9020112063735723, | |
| "num_tokens": 63997780.0, | |
| "step": 1920 | |
| }, | |
| { | |
| "entropy": 0.3178480817005038, | |
| "epoch": 3.088, | |
| "grad_norm": 1.921875, | |
| "learning_rate": 1.7935555555555556e-05, | |
| "loss": 0.2974, | |
| "mean_token_accuracy": 0.8999546930193901, | |
| "num_tokens": 64325274.0, | |
| "step": 1930 | |
| }, | |
| { | |
| "entropy": 0.30261183911934497, | |
| "epoch": 3.104, | |
| "grad_norm": 1.890625, | |
| "learning_rate": 1.7913333333333337e-05, | |
| "loss": 0.282, | |
| "mean_token_accuracy": 0.9047445867210626, | |
| "num_tokens": 64659683.0, | |
| "step": 1940 | |
| }, | |
| { | |
| "entropy": 0.29912759382277726, | |
| "epoch": 3.12, | |
| "grad_norm": 1.796875, | |
| "learning_rate": 1.789111111111111e-05, | |
| "loss": 0.2805, | |
| "mean_token_accuracy": 0.9053699217736721, | |
| "num_tokens": 64998212.0, | |
| "step": 1950 | |
| }, | |
| { | |
| "entropy": 0.31789954053238034, | |
| "epoch": 3.136, | |
| "grad_norm": 1.8671875, | |
| "learning_rate": 1.7868888888888892e-05, | |
| "loss": 0.2999, | |
| "mean_token_accuracy": 0.8997865796089173, | |
| "num_tokens": 65328436.0, | |
| "step": 1960 | |
| }, | |
| { | |
| "entropy": 0.3016470263712108, | |
| "epoch": 3.152, | |
| "grad_norm": 1.9453125, | |
| "learning_rate": 1.7846666666666666e-05, | |
| "loss": 0.281, | |
| "mean_token_accuracy": 0.9046830009669066, | |
| "num_tokens": 65659346.0, | |
| "step": 1970 | |
| }, | |
| { | |
| "entropy": 0.313287281896919, | |
| "epoch": 3.168, | |
| "grad_norm": 1.8359375, | |
| "learning_rate": 1.7824444444444447e-05, | |
| "loss": 0.2917, | |
| "mean_token_accuracy": 0.9017079468816519, | |
| "num_tokens": 65986382.0, | |
| "step": 1980 | |
| }, | |
| { | |
| "entropy": 0.3030808721669018, | |
| "epoch": 3.184, | |
| "grad_norm": 2.0, | |
| "learning_rate": 1.780222222222222e-05, | |
| "loss": 0.2839, | |
| "mean_token_accuracy": 0.9039736580103636, | |
| "num_tokens": 66324308.0, | |
| "step": 1990 | |
| }, | |
| { | |
| "entropy": 0.30991311026737095, | |
| "epoch": 3.2, | |
| "grad_norm": 1.8984375, | |
| "learning_rate": 1.7780000000000003e-05, | |
| "loss": 0.2896, | |
| "mean_token_accuracy": 0.9023264229297638, | |
| "num_tokens": 66658712.0, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "eval_chemistry_entropy": 0.3913348898887634, | |
| "eval_chemistry_loss": 0.9072752594947815, | |
| "eval_chemistry_mean_token_accuracy": 0.7967498378753662, | |
| "eval_chemistry_num_tokens": 66658712.0, | |
| "eval_chemistry_runtime": 34.6017, | |
| "eval_chemistry_samples_per_second": 14.45, | |
| "eval_chemistry_steps_per_second": 3.613, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "eval_physics_entropy": 0.3560866928100586, | |
| "eval_physics_loss": 0.7074852585792542, | |
| "eval_physics_mean_token_accuracy": 0.8281491875648499, | |
| "eval_physics_num_tokens": 66658712.0, | |
| "eval_physics_runtime": 40.9937, | |
| "eval_physics_samples_per_second": 12.197, | |
| "eval_physics_steps_per_second": 3.049, | |
| "step": 2000 | |
| }, | |
| { | |
| "entropy": 0.30841554757207634, | |
| "epoch": 3.216, | |
| "grad_norm": 1.796875, | |
| "learning_rate": 1.7757777777777777e-05, | |
| "loss": 0.2871, | |
| "mean_token_accuracy": 0.9021381173282862, | |
| "num_tokens": 66990142.0, | |
| "step": 2010 | |
| }, | |
| { | |
| "entropy": 0.3216819787397981, | |
| "epoch": 3.232, | |
| "grad_norm": 1.984375, | |
| "learning_rate": 1.7735555555555558e-05, | |
| "loss": 0.3005, | |
| "mean_token_accuracy": 0.8979394420981407, | |
| "num_tokens": 67323231.0, | |
| "step": 2020 | |
| }, | |
| { | |
| "entropy": 0.3005070075392723, | |
| "epoch": 3.248, | |
| "grad_norm": 2.09375, | |
| "learning_rate": 1.7713333333333335e-05, | |
| "loss": 0.2844, | |
| "mean_token_accuracy": 0.9041368763893842, | |
| "num_tokens": 67664253.0, | |
| "step": 2030 | |
| }, | |
| { | |
| "entropy": 0.31158956326544285, | |
| "epoch": 3.2640000000000002, | |
| "grad_norm": 2.109375, | |
| "learning_rate": 1.7691111111111113e-05, | |
| "loss": 0.2891, | |
| "mean_token_accuracy": 0.9025689493864775, | |
| "num_tokens": 67991082.0, | |
| "step": 2040 | |
| }, | |
| { | |
| "entropy": 0.308028197940439, | |
| "epoch": 3.2800000000000002, | |
| "grad_norm": 1.875, | |
| "learning_rate": 1.766888888888889e-05, | |
| "loss": 0.2913, | |
| "mean_token_accuracy": 0.9015441410243511, | |
| "num_tokens": 68317737.0, | |
| "step": 2050 | |
| }, | |
| { | |
| "entropy": 0.31388334231451154, | |
| "epoch": 3.296, | |
| "grad_norm": 1.890625, | |
| "learning_rate": 1.7646666666666668e-05, | |
| "loss": 0.2952, | |
| "mean_token_accuracy": 0.9001540582627058, | |
| "num_tokens": 68653995.0, | |
| "step": 2060 | |
| }, | |
| { | |
| "entropy": 0.3085142597556114, | |
| "epoch": 3.312, | |
| "grad_norm": 2.09375, | |
| "learning_rate": 1.7624444444444446e-05, | |
| "loss": 0.2916, | |
| "mean_token_accuracy": 0.9023820515722036, | |
| "num_tokens": 68994300.0, | |
| "step": 2070 | |
| }, | |
| { | |
| "entropy": 0.322191693354398, | |
| "epoch": 3.328, | |
| "grad_norm": 2.078125, | |
| "learning_rate": 1.7602222222222223e-05, | |
| "loss": 0.3004, | |
| "mean_token_accuracy": 0.899126460403204, | |
| "num_tokens": 69323456.0, | |
| "step": 2080 | |
| }, | |
| { | |
| "entropy": 0.31341270450502634, | |
| "epoch": 3.344, | |
| "grad_norm": 2.171875, | |
| "learning_rate": 1.758e-05, | |
| "loss": 0.2938, | |
| "mean_token_accuracy": 0.9000593461096287, | |
| "num_tokens": 69659373.0, | |
| "step": 2090 | |
| }, | |
| { | |
| "entropy": 0.32349290549755094, | |
| "epoch": 3.36, | |
| "grad_norm": 1.96875, | |
| "learning_rate": 1.755777777777778e-05, | |
| "loss": 0.3026, | |
| "mean_token_accuracy": 0.8979135323315859, | |
| "num_tokens": 69998761.0, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "eval_chemistry_entropy": 0.3982364737987518, | |
| "eval_chemistry_loss": 0.9002445340156555, | |
| "eval_chemistry_mean_token_accuracy": 0.7955028491020203, | |
| "eval_chemistry_num_tokens": 69998761.0, | |
| "eval_chemistry_runtime": 34.6288, | |
| "eval_chemistry_samples_per_second": 14.439, | |
| "eval_chemistry_steps_per_second": 3.61, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "eval_physics_entropy": 0.3635141521692276, | |
| "eval_physics_loss": 0.6997887492179871, | |
| "eval_physics_mean_token_accuracy": 0.8300124206542969, | |
| "eval_physics_num_tokens": 69998761.0, | |
| "eval_physics_runtime": 41.2511, | |
| "eval_physics_samples_per_second": 12.121, | |
| "eval_physics_steps_per_second": 3.03, | |
| "step": 2100 | |
| }, | |
| { | |
| "entropy": 0.3002217338420451, | |
| "epoch": 3.376, | |
| "grad_norm": 1.9296875, | |
| "learning_rate": 1.7535555555555556e-05, | |
| "loss": 0.2835, | |
| "mean_token_accuracy": 0.9043725613504648, | |
| "num_tokens": 70344663.0, | |
| "step": 2110 | |
| }, | |
| { | |
| "entropy": 0.3226173784583807, | |
| "epoch": 3.392, | |
| "grad_norm": 1.9609375, | |
| "learning_rate": 1.7513333333333334e-05, | |
| "loss": 0.3007, | |
| "mean_token_accuracy": 0.8972969483584166, | |
| "num_tokens": 70671470.0, | |
| "step": 2120 | |
| }, | |
| { | |
| "entropy": 0.31106266314163805, | |
| "epoch": 3.408, | |
| "grad_norm": 2.03125, | |
| "learning_rate": 1.749111111111111e-05, | |
| "loss": 0.2935, | |
| "mean_token_accuracy": 0.9007665246725083, | |
| "num_tokens": 71003257.0, | |
| "step": 2130 | |
| }, | |
| { | |
| "entropy": 0.3126481889747083, | |
| "epoch": 3.424, | |
| "grad_norm": 2.046875, | |
| "learning_rate": 1.746888888888889e-05, | |
| "loss": 0.2925, | |
| "mean_token_accuracy": 0.9006055317819118, | |
| "num_tokens": 71333695.0, | |
| "step": 2140 | |
| }, | |
| { | |
| "entropy": 0.31662706546485425, | |
| "epoch": 3.44, | |
| "grad_norm": 2.046875, | |
| "learning_rate": 1.7446666666666667e-05, | |
| "loss": 0.3004, | |
| "mean_token_accuracy": 0.8997602794319391, | |
| "num_tokens": 71672438.0, | |
| "step": 2150 | |
| }, | |
| { | |
| "entropy": 0.31781021589413283, | |
| "epoch": 3.456, | |
| "grad_norm": 1.9609375, | |
| "learning_rate": 1.7424444444444444e-05, | |
| "loss": 0.3002, | |
| "mean_token_accuracy": 0.8984184488654137, | |
| "num_tokens": 72009302.0, | |
| "step": 2160 | |
| }, | |
| { | |
| "entropy": 0.3236368427053094, | |
| "epoch": 3.472, | |
| "grad_norm": 2.03125, | |
| "learning_rate": 1.7402222222222222e-05, | |
| "loss": 0.3046, | |
| "mean_token_accuracy": 0.8978909350931644, | |
| "num_tokens": 72334603.0, | |
| "step": 2170 | |
| }, | |
| { | |
| "entropy": 0.31103177955374123, | |
| "epoch": 3.488, | |
| "grad_norm": 2.03125, | |
| "learning_rate": 1.7380000000000003e-05, | |
| "loss": 0.2936, | |
| "mean_token_accuracy": 0.9011136863380671, | |
| "num_tokens": 72669209.0, | |
| "step": 2180 | |
| }, | |
| { | |
| "entropy": 0.324208745919168, | |
| "epoch": 3.504, | |
| "grad_norm": 2.203125, | |
| "learning_rate": 1.735777777777778e-05, | |
| "loss": 0.306, | |
| "mean_token_accuracy": 0.8976800374686718, | |
| "num_tokens": 73001765.0, | |
| "step": 2190 | |
| }, | |
| { | |
| "entropy": 0.3198518265038729, | |
| "epoch": 3.52, | |
| "grad_norm": 2.109375, | |
| "learning_rate": 1.7335555555555558e-05, | |
| "loss": 0.3019, | |
| "mean_token_accuracy": 0.8987439151853323, | |
| "num_tokens": 73326681.0, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 3.52, | |
| "eval_chemistry_entropy": 0.3984639751911163, | |
| "eval_chemistry_loss": 0.908758282661438, | |
| "eval_chemistry_mean_token_accuracy": 0.7953772258758545, | |
| "eval_chemistry_num_tokens": 73326681.0, | |
| "eval_chemistry_runtime": 34.6394, | |
| "eval_chemistry_samples_per_second": 14.434, | |
| "eval_chemistry_steps_per_second": 3.609, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 3.52, | |
| "eval_physics_entropy": 0.36362937366962433, | |
| "eval_physics_loss": 0.7028279900550842, | |
| "eval_physics_mean_token_accuracy": 0.8286777052879334, | |
| "eval_physics_num_tokens": 73326681.0, | |
| "eval_physics_runtime": 41.2632, | |
| "eval_physics_samples_per_second": 12.117, | |
| "eval_physics_steps_per_second": 3.029, | |
| "step": 2200 | |
| }, | |
| { | |
| "entropy": 0.3174999676644802, | |
| "epoch": 3.536, | |
| "grad_norm": 1.9296875, | |
| "learning_rate": 1.7313333333333336e-05, | |
| "loss": 0.2998, | |
| "mean_token_accuracy": 0.8993683304637671, | |
| "num_tokens": 73658724.0, | |
| "step": 2210 | |
| }, | |
| { | |
| "entropy": 0.3130149595439434, | |
| "epoch": 3.552, | |
| "grad_norm": 1.90625, | |
| "learning_rate": 1.7291111111111113e-05, | |
| "loss": 0.293, | |
| "mean_token_accuracy": 0.9002668939530849, | |
| "num_tokens": 73990446.0, | |
| "step": 2220 | |
| }, | |
| { | |
| "entropy": 0.3138899549841881, | |
| "epoch": 3.568, | |
| "grad_norm": 2.09375, | |
| "learning_rate": 1.726888888888889e-05, | |
| "loss": 0.2919, | |
| "mean_token_accuracy": 0.8998954400420189, | |
| "num_tokens": 74332932.0, | |
| "step": 2230 | |
| }, | |
| { | |
| "entropy": 0.3273557879962027, | |
| "epoch": 3.584, | |
| "grad_norm": 2.0, | |
| "learning_rate": 1.724666666666667e-05, | |
| "loss": 0.3092, | |
| "mean_token_accuracy": 0.8954586464911699, | |
| "num_tokens": 74660938.0, | |
| "step": 2240 | |
| }, | |
| { | |
| "entropy": 0.3111777361482382, | |
| "epoch": 3.6, | |
| "grad_norm": 2.125, | |
| "learning_rate": 1.7224444444444446e-05, | |
| "loss": 0.2927, | |
| "mean_token_accuracy": 0.9013317011296749, | |
| "num_tokens": 75004640.0, | |
| "step": 2250 | |
| }, | |
| { | |
| "entropy": 0.3160340915434062, | |
| "epoch": 3.616, | |
| "grad_norm": 2.03125, | |
| "learning_rate": 1.7202222222222224e-05, | |
| "loss": 0.3, | |
| "mean_token_accuracy": 0.8990191236138344, | |
| "num_tokens": 75344044.0, | |
| "step": 2260 | |
| }, | |
| { | |
| "entropy": 0.3194020535796881, | |
| "epoch": 3.632, | |
| "grad_norm": 1.9765625, | |
| "learning_rate": 1.718e-05, | |
| "loss": 0.3009, | |
| "mean_token_accuracy": 0.8986658614128828, | |
| "num_tokens": 75676495.0, | |
| "step": 2270 | |
| }, | |
| { | |
| "entropy": 0.321523059066385, | |
| "epoch": 3.648, | |
| "grad_norm": 1.9296875, | |
| "learning_rate": 1.715777777777778e-05, | |
| "loss": 0.3036, | |
| "mean_token_accuracy": 0.8987799856811762, | |
| "num_tokens": 76005637.0, | |
| "step": 2280 | |
| }, | |
| { | |
| "entropy": 0.31546984519809484, | |
| "epoch": 3.664, | |
| "grad_norm": 1.984375, | |
| "learning_rate": 1.7135555555555557e-05, | |
| "loss": 0.2967, | |
| "mean_token_accuracy": 0.898678494617343, | |
| "num_tokens": 76344141.0, | |
| "step": 2290 | |
| }, | |
| { | |
| "entropy": 0.32511516408994795, | |
| "epoch": 3.68, | |
| "grad_norm": 2.03125, | |
| "learning_rate": 1.7113333333333334e-05, | |
| "loss": 0.3053, | |
| "mean_token_accuracy": 0.897456269338727, | |
| "num_tokens": 76666670.0, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 3.68, | |
| "eval_chemistry_entropy": 0.3999490444660187, | |
| "eval_chemistry_loss": 0.905655026435852, | |
| "eval_chemistry_mean_token_accuracy": 0.7958552212715149, | |
| "eval_chemistry_num_tokens": 76666670.0, | |
| "eval_chemistry_runtime": 34.6212, | |
| "eval_chemistry_samples_per_second": 14.442, | |
| "eval_chemistry_steps_per_second": 3.611, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 3.68, | |
| "eval_physics_entropy": 0.36464127004146574, | |
| "eval_physics_loss": 0.700202226638794, | |
| "eval_physics_mean_token_accuracy": 0.8299637427330017, | |
| "eval_physics_num_tokens": 76666670.0, | |
| "eval_physics_runtime": 41.2617, | |
| "eval_physics_samples_per_second": 12.118, | |
| "eval_physics_steps_per_second": 3.029, | |
| "step": 2300 | |
| }, | |
| { | |
| "entropy": 0.32625418398529293, | |
| "epoch": 3.6959999999999997, | |
| "grad_norm": 2.25, | |
| "learning_rate": 1.7091111111111112e-05, | |
| "loss": 0.3093, | |
| "mean_token_accuracy": 0.8957523014396429, | |
| "num_tokens": 76997576.0, | |
| "step": 2310 | |
| }, | |
| { | |
| "entropy": 0.3156011073850095, | |
| "epoch": 3.7119999999999997, | |
| "grad_norm": 2.171875, | |
| "learning_rate": 1.706888888888889e-05, | |
| "loss": 0.2954, | |
| "mean_token_accuracy": 0.9003329947590828, | |
| "num_tokens": 77333230.0, | |
| "step": 2320 | |
| }, | |
| { | |
| "entropy": 0.3184890853241086, | |
| "epoch": 3.7279999999999998, | |
| "grad_norm": 2.046875, | |
| "learning_rate": 1.704666666666667e-05, | |
| "loss": 0.3026, | |
| "mean_token_accuracy": 0.8980983804911375, | |
| "num_tokens": 77662989.0, | |
| "step": 2330 | |
| }, | |
| { | |
| "entropy": 0.3237913983874023, | |
| "epoch": 3.7439999999999998, | |
| "grad_norm": 2.109375, | |
| "learning_rate": 1.7024444444444445e-05, | |
| "loss": 0.3056, | |
| "mean_token_accuracy": 0.897695067897439, | |
| "num_tokens": 77990559.0, | |
| "step": 2340 | |
| }, | |
| { | |
| "entropy": 0.3197625041939318, | |
| "epoch": 3.76, | |
| "grad_norm": 2.03125, | |
| "learning_rate": 1.7002222222222226e-05, | |
| "loss": 0.302, | |
| "mean_token_accuracy": 0.8969969056546688, | |
| "num_tokens": 78328058.0, | |
| "step": 2350 | |
| }, | |
| { | |
| "entropy": 0.32039122832939027, | |
| "epoch": 3.776, | |
| "grad_norm": 2.078125, | |
| "learning_rate": 1.698e-05, | |
| "loss": 0.2999, | |
| "mean_token_accuracy": 0.8986205138266087, | |
| "num_tokens": 78656796.0, | |
| "step": 2360 | |
| }, | |
| { | |
| "entropy": 0.31185208084061744, | |
| "epoch": 3.792, | |
| "grad_norm": 1.953125, | |
| "learning_rate": 1.695777777777778e-05, | |
| "loss": 0.296, | |
| "mean_token_accuracy": 0.9003968022763729, | |
| "num_tokens": 79000001.0, | |
| "step": 2370 | |
| }, | |
| { | |
| "entropy": 0.32015116736292837, | |
| "epoch": 3.808, | |
| "grad_norm": 1.9453125, | |
| "learning_rate": 1.6935555555555555e-05, | |
| "loss": 0.2999, | |
| "mean_token_accuracy": 0.8986766755580902, | |
| "num_tokens": 79332103.0, | |
| "step": 2380 | |
| }, | |
| { | |
| "entropy": 0.3285049434751272, | |
| "epoch": 3.824, | |
| "grad_norm": 2.109375, | |
| "learning_rate": 1.6913333333333336e-05, | |
| "loss": 0.3084, | |
| "mean_token_accuracy": 0.8958335161209107, | |
| "num_tokens": 79658616.0, | |
| "step": 2390 | |
| }, | |
| { | |
| "entropy": 0.3201352638192475, | |
| "epoch": 3.84, | |
| "grad_norm": 2.03125, | |
| "learning_rate": 1.689111111111111e-05, | |
| "loss": 0.3008, | |
| "mean_token_accuracy": 0.8984422065317631, | |
| "num_tokens": 79994326.0, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 3.84, | |
| "eval_chemistry_entropy": 0.39785524785518644, | |
| "eval_chemistry_loss": 0.9046195149421692, | |
| "eval_chemistry_mean_token_accuracy": 0.796384777545929, | |
| "eval_chemistry_num_tokens": 79994326.0, | |
| "eval_chemistry_runtime": 34.628, | |
| "eval_chemistry_samples_per_second": 14.439, | |
| "eval_chemistry_steps_per_second": 3.61, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 3.84, | |
| "eval_physics_entropy": 0.3649995505809784, | |
| "eval_physics_loss": 0.6967271566390991, | |
| "eval_physics_mean_token_accuracy": 0.8300955877304077, | |
| "eval_physics_num_tokens": 79994326.0, | |
| "eval_physics_runtime": 41.2661, | |
| "eval_physics_samples_per_second": 12.116, | |
| "eval_physics_steps_per_second": 3.029, | |
| "step": 2400 | |
| }, | |
| { | |
| "entropy": 0.3189585231244564, | |
| "epoch": 3.856, | |
| "grad_norm": 1.953125, | |
| "learning_rate": 1.686888888888889e-05, | |
| "loss": 0.2981, | |
| "mean_token_accuracy": 0.8985602565109729, | |
| "num_tokens": 80332596.0, | |
| "step": 2410 | |
| }, | |
| { | |
| "entropy": 0.3192179761826992, | |
| "epoch": 3.872, | |
| "grad_norm": 2.15625, | |
| "learning_rate": 1.684666666666667e-05, | |
| "loss": 0.3008, | |
| "mean_token_accuracy": 0.8992702454328537, | |
| "num_tokens": 80662674.0, | |
| "step": 2420 | |
| }, | |
| { | |
| "entropy": 0.32309232754632833, | |
| "epoch": 3.888, | |
| "grad_norm": 2.140625, | |
| "learning_rate": 1.6824444444444447e-05, | |
| "loss": 0.3064, | |
| "mean_token_accuracy": 0.8973185170441866, | |
| "num_tokens": 80995198.0, | |
| "step": 2430 | |
| }, | |
| { | |
| "entropy": 0.3297643651254475, | |
| "epoch": 3.904, | |
| "grad_norm": 2.0625, | |
| "learning_rate": 1.6802222222222224e-05, | |
| "loss": 0.3095, | |
| "mean_token_accuracy": 0.8950018011033535, | |
| "num_tokens": 81331457.0, | |
| "step": 2440 | |
| }, | |
| { | |
| "entropy": 0.32107119625434277, | |
| "epoch": 3.92, | |
| "grad_norm": 2.09375, | |
| "learning_rate": 1.6780000000000002e-05, | |
| "loss": 0.3046, | |
| "mean_token_accuracy": 0.8978569827973842, | |
| "num_tokens": 81668354.0, | |
| "step": 2450 | |
| }, | |
| { | |
| "entropy": 0.31930080968886615, | |
| "epoch": 3.936, | |
| "grad_norm": 2.03125, | |
| "learning_rate": 1.675777777777778e-05, | |
| "loss": 0.3, | |
| "mean_token_accuracy": 0.8981735832989216, | |
| "num_tokens": 81994993.0, | |
| "step": 2460 | |
| }, | |
| { | |
| "entropy": 0.32174809416756034, | |
| "epoch": 3.952, | |
| "grad_norm": 2.171875, | |
| "learning_rate": 1.6735555555555557e-05, | |
| "loss": 0.303, | |
| "mean_token_accuracy": 0.8970499508082866, | |
| "num_tokens": 82327299.0, | |
| "step": 2470 | |
| }, | |
| { | |
| "entropy": 0.31509073711931707, | |
| "epoch": 3.968, | |
| "grad_norm": 2.21875, | |
| "learning_rate": 1.6713333333333335e-05, | |
| "loss": 0.296, | |
| "mean_token_accuracy": 0.8995682530105114, | |
| "num_tokens": 82653218.0, | |
| "step": 2480 | |
| }, | |
| { | |
| "entropy": 0.31415768414735795, | |
| "epoch": 3.984, | |
| "grad_norm": 2.046875, | |
| "learning_rate": 1.6691111111111112e-05, | |
| "loss": 0.2954, | |
| "mean_token_accuracy": 0.9006588537245989, | |
| "num_tokens": 82997429.0, | |
| "step": 2490 | |
| }, | |
| { | |
| "entropy": 0.3128982843831182, | |
| "epoch": 4.0, | |
| "grad_norm": 2.09375, | |
| "learning_rate": 1.666888888888889e-05, | |
| "loss": 0.2974, | |
| "mean_token_accuracy": 0.8994481891393662, | |
| "num_tokens": 83328592.0, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_chemistry_entropy": 0.39885407757759095, | |
| "eval_chemistry_loss": 0.9091149568557739, | |
| "eval_chemistry_mean_token_accuracy": 0.795774167060852, | |
| "eval_chemistry_num_tokens": 83328592.0, | |
| "eval_chemistry_runtime": 34.6043, | |
| "eval_chemistry_samples_per_second": 14.449, | |
| "eval_chemistry_steps_per_second": 3.612, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_physics_entropy": 0.36530122339725496, | |
| "eval_physics_loss": 0.6973084211349487, | |
| "eval_physics_mean_token_accuracy": 0.8300330719947815, | |
| "eval_physics_num_tokens": 83328592.0, | |
| "eval_physics_runtime": 40.9427, | |
| "eval_physics_samples_per_second": 12.212, | |
| "eval_physics_steps_per_second": 3.053, | |
| "step": 2500 | |
| }, | |
| { | |
| "entropy": 0.21543310643173755, | |
| "epoch": 4.016, | |
| "grad_norm": 2.34375, | |
| "learning_rate": 1.6646666666666668e-05, | |
| "loss": 0.162, | |
| "mean_token_accuracy": 0.9484033465385437, | |
| "num_tokens": 83655133.0, | |
| "step": 2510 | |
| }, | |
| { | |
| "entropy": 0.19175719134509564, | |
| "epoch": 4.032, | |
| "grad_norm": 1.9296875, | |
| "learning_rate": 1.6624444444444445e-05, | |
| "loss": 0.1519, | |
| "mean_token_accuracy": 0.9507987700402737, | |
| "num_tokens": 83995704.0, | |
| "step": 2520 | |
| }, | |
| { | |
| "entropy": 0.19031685492955147, | |
| "epoch": 4.048, | |
| "grad_norm": 1.921875, | |
| "learning_rate": 1.6602222222222223e-05, | |
| "loss": 0.1504, | |
| "mean_token_accuracy": 0.9515091743320226, | |
| "num_tokens": 84323657.0, | |
| "step": 2530 | |
| }, | |
| { | |
| "entropy": 0.18541114097461103, | |
| "epoch": 4.064, | |
| "grad_norm": 1.921875, | |
| "learning_rate": 1.658e-05, | |
| "loss": 0.1469, | |
| "mean_token_accuracy": 0.9520056396722794, | |
| "num_tokens": 84662055.0, | |
| "step": 2540 | |
| }, | |
| { | |
| "entropy": 0.18697019712999463, | |
| "epoch": 4.08, | |
| "grad_norm": 1.984375, | |
| "learning_rate": 1.6557777777777778e-05, | |
| "loss": 0.1469, | |
| "mean_token_accuracy": 0.9523114804178476, | |
| "num_tokens": 84990884.0, | |
| "step": 2550 | |
| }, | |
| { | |
| "entropy": 0.18290056772530078, | |
| "epoch": 4.096, | |
| "grad_norm": 2.03125, | |
| "learning_rate": 1.6535555555555556e-05, | |
| "loss": 0.1474, | |
| "mean_token_accuracy": 0.9523672234266997, | |
| "num_tokens": 85334346.0, | |
| "step": 2560 | |
| }, | |
| { | |
| "entropy": 0.18544434658251702, | |
| "epoch": 4.112, | |
| "grad_norm": 2.125, | |
| "learning_rate": 1.6513333333333333e-05, | |
| "loss": 0.1467, | |
| "mean_token_accuracy": 0.9518146891146898, | |
| "num_tokens": 85654431.0, | |
| "step": 2570 | |
| }, | |
| { | |
| "entropy": 0.18685742230154573, | |
| "epoch": 4.128, | |
| "grad_norm": 2.125, | |
| "learning_rate": 1.6491111111111114e-05, | |
| "loss": 0.148, | |
| "mean_token_accuracy": 0.9512113470584154, | |
| "num_tokens": 85984868.0, | |
| "step": 2580 | |
| }, | |
| { | |
| "entropy": 0.19103994900360705, | |
| "epoch": 4.144, | |
| "grad_norm": 1.9296875, | |
| "learning_rate": 1.646888888888889e-05, | |
| "loss": 0.1533, | |
| "mean_token_accuracy": 0.9495586734265089, | |
| "num_tokens": 86313610.0, | |
| "step": 2590 | |
| }, | |
| { | |
| "entropy": 0.1833164133131504, | |
| "epoch": 4.16, | |
| "grad_norm": 1.96875, | |
| "learning_rate": 1.644666666666667e-05, | |
| "loss": 0.1491, | |
| "mean_token_accuracy": 0.950814313814044, | |
| "num_tokens": 86648308.0, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 4.16, | |
| "eval_chemistry_entropy": 0.3191299349069595, | |
| "eval_chemistry_loss": 1.0713955163955688, | |
| "eval_chemistry_mean_token_accuracy": 0.7893559455871582, | |
| "eval_chemistry_num_tokens": 86648308.0, | |
| "eval_chemistry_runtime": 34.5895, | |
| "eval_chemistry_samples_per_second": 14.455, | |
| "eval_chemistry_steps_per_second": 3.614, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 4.16, | |
| "eval_physics_entropy": 0.26984936237335205, | |
| "eval_physics_loss": 0.8553917407989502, | |
| "eval_physics_mean_token_accuracy": 0.8235324311256409, | |
| "eval_physics_num_tokens": 86648308.0, | |
| "eval_physics_runtime": 41.2124, | |
| "eval_physics_samples_per_second": 12.132, | |
| "eval_physics_steps_per_second": 3.033, | |
| "step": 2600 | |
| }, | |
| { | |
| "entropy": 0.1851897793356329, | |
| "epoch": 4.176, | |
| "grad_norm": 2.125, | |
| "learning_rate": 1.6424444444444444e-05, | |
| "loss": 0.1499, | |
| "mean_token_accuracy": 0.9512480426579714, | |
| "num_tokens": 86979720.0, | |
| "step": 2610 | |
| }, | |
| { | |
| "entropy": 0.1831663493067026, | |
| "epoch": 4.192, | |
| "grad_norm": 1.984375, | |
| "learning_rate": 1.6402222222222225e-05, | |
| "loss": 0.1477, | |
| "mean_token_accuracy": 0.9515604998916387, | |
| "num_tokens": 87322940.0, | |
| "step": 2620 | |
| }, | |
| { | |
| "entropy": 0.18741083294153213, | |
| "epoch": 4.208, | |
| "grad_norm": 2.0, | |
| "learning_rate": 1.638e-05, | |
| "loss": 0.149, | |
| "mean_token_accuracy": 0.9508396230638028, | |
| "num_tokens": 87654476.0, | |
| "step": 2630 | |
| }, | |
| { | |
| "entropy": 0.19511286839842795, | |
| "epoch": 4.224, | |
| "grad_norm": 2.09375, | |
| "learning_rate": 1.635777777777778e-05, | |
| "loss": 0.1587, | |
| "mean_token_accuracy": 0.9478027503937483, | |
| "num_tokens": 87986180.0, | |
| "step": 2640 | |
| }, | |
| { | |
| "entropy": 0.18864089637063444, | |
| "epoch": 4.24, | |
| "grad_norm": 2.09375, | |
| "learning_rate": 1.6335555555555558e-05, | |
| "loss": 0.153, | |
| "mean_token_accuracy": 0.9495376665145159, | |
| "num_tokens": 88322431.0, | |
| "step": 2650 | |
| }, | |
| { | |
| "entropy": 0.18742439663037658, | |
| "epoch": 4.256, | |
| "grad_norm": 2.0625, | |
| "learning_rate": 1.6313333333333335e-05, | |
| "loss": 0.1525, | |
| "mean_token_accuracy": 0.9499348193407059, | |
| "num_tokens": 88650585.0, | |
| "step": 2660 | |
| }, | |
| { | |
| "entropy": 0.19175748783163726, | |
| "epoch": 4.272, | |
| "grad_norm": 2.390625, | |
| "learning_rate": 1.6291111111111113e-05, | |
| "loss": 0.1569, | |
| "mean_token_accuracy": 0.9484076362103224, | |
| "num_tokens": 88983258.0, | |
| "step": 2670 | |
| }, | |
| { | |
| "entropy": 0.1896573031321168, | |
| "epoch": 4.288, | |
| "grad_norm": 2.234375, | |
| "learning_rate": 1.626888888888889e-05, | |
| "loss": 0.1533, | |
| "mean_token_accuracy": 0.949416034668684, | |
| "num_tokens": 89306176.0, | |
| "step": 2680 | |
| }, | |
| { | |
| "entropy": 0.1905643475241959, | |
| "epoch": 4.304, | |
| "grad_norm": 2.203125, | |
| "learning_rate": 1.6246666666666668e-05, | |
| "loss": 0.1542, | |
| "mean_token_accuracy": 0.949146980792284, | |
| "num_tokens": 89635604.0, | |
| "step": 2690 | |
| }, | |
| { | |
| "entropy": 0.19005935504101218, | |
| "epoch": 4.32, | |
| "grad_norm": 2.140625, | |
| "learning_rate": 1.6224444444444446e-05, | |
| "loss": 0.1539, | |
| "mean_token_accuracy": 0.9488909468054771, | |
| "num_tokens": 89961895.0, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 4.32, | |
| "eval_chemistry_entropy": 0.3175645558834076, | |
| "eval_chemistry_loss": 1.0784482955932617, | |
| "eval_chemistry_mean_token_accuracy": 0.789765251159668, | |
| "eval_chemistry_num_tokens": 89961895.0, | |
| "eval_chemistry_runtime": 34.6063, | |
| "eval_chemistry_samples_per_second": 14.448, | |
| "eval_chemistry_steps_per_second": 3.612, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 4.32, | |
| "eval_physics_entropy": 0.2694563043117523, | |
| "eval_physics_loss": 0.8580674529075623, | |
| "eval_physics_mean_token_accuracy": 0.8243379302024841, | |
| "eval_physics_num_tokens": 89961895.0, | |
| "eval_physics_runtime": 41.2089, | |
| "eval_physics_samples_per_second": 12.133, | |
| "eval_physics_steps_per_second": 3.033, | |
| "step": 2700 | |
| }, | |
| { | |
| "entropy": 0.18589448984712362, | |
| "epoch": 4.336, | |
| "grad_norm": 1.9765625, | |
| "learning_rate": 1.6202222222222223e-05, | |
| "loss": 0.1502, | |
| "mean_token_accuracy": 0.9505696080625057, | |
| "num_tokens": 90293218.0, | |
| "step": 2710 | |
| }, | |
| { | |
| "entropy": 0.18639519005082547, | |
| "epoch": 4.352, | |
| "grad_norm": 2.03125, | |
| "learning_rate": 1.618e-05, | |
| "loss": 0.1536, | |
| "mean_token_accuracy": 0.9487312618643046, | |
| "num_tokens": 90631006.0, | |
| "step": 2720 | |
| }, | |
| { | |
| "entropy": 0.19433019501157106, | |
| "epoch": 4.368, | |
| "grad_norm": 2.109375, | |
| "learning_rate": 1.615777777777778e-05, | |
| "loss": 0.1593, | |
| "mean_token_accuracy": 0.9474144730716944, | |
| "num_tokens": 90951742.0, | |
| "step": 2730 | |
| }, | |
| { | |
| "entropy": 0.1920853616669774, | |
| "epoch": 4.384, | |
| "grad_norm": 2.03125, | |
| "learning_rate": 1.6135555555555556e-05, | |
| "loss": 0.1574, | |
| "mean_token_accuracy": 0.9479308255016804, | |
| "num_tokens": 91290391.0, | |
| "step": 2740 | |
| }, | |
| { | |
| "entropy": 0.18902287022210656, | |
| "epoch": 4.4, | |
| "grad_norm": 2.015625, | |
| "learning_rate": 1.6113333333333334e-05, | |
| "loss": 0.1541, | |
| "mean_token_accuracy": 0.9490096058696509, | |
| "num_tokens": 91623212.0, | |
| "step": 2750 | |
| }, | |
| { | |
| "entropy": 0.1853318156208843, | |
| "epoch": 4.416, | |
| "grad_norm": 2.171875, | |
| "learning_rate": 1.609111111111111e-05, | |
| "loss": 0.1516, | |
| "mean_token_accuracy": 0.9501545939594507, | |
| "num_tokens": 91963726.0, | |
| "step": 2760 | |
| }, | |
| { | |
| "entropy": 0.18632075604982673, | |
| "epoch": 4.432, | |
| "grad_norm": 2.046875, | |
| "learning_rate": 1.606888888888889e-05, | |
| "loss": 0.1533, | |
| "mean_token_accuracy": 0.9498950578272343, | |
| "num_tokens": 92295130.0, | |
| "step": 2770 | |
| }, | |
| { | |
| "entropy": 0.19441989213228225, | |
| "epoch": 4.448, | |
| "grad_norm": 2.1875, | |
| "learning_rate": 1.6046666666666667e-05, | |
| "loss": 0.1587, | |
| "mean_token_accuracy": 0.9473429799079895, | |
| "num_tokens": 92619914.0, | |
| "step": 2780 | |
| }, | |
| { | |
| "entropy": 0.18935320070013403, | |
| "epoch": 4.464, | |
| "grad_norm": 2.109375, | |
| "learning_rate": 1.6024444444444444e-05, | |
| "loss": 0.1563, | |
| "mean_token_accuracy": 0.9483810655772686, | |
| "num_tokens": 92954334.0, | |
| "step": 2790 | |
| }, | |
| { | |
| "entropy": 0.1866440698504448, | |
| "epoch": 4.48, | |
| "grad_norm": 2.09375, | |
| "learning_rate": 1.6002222222222222e-05, | |
| "loss": 0.1545, | |
| "mean_token_accuracy": 0.9490117151290178, | |
| "num_tokens": 93288025.0, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 4.48, | |
| "eval_chemistry_entropy": 0.32049827003479003, | |
| "eval_chemistry_loss": 1.0742449760437012, | |
| "eval_chemistry_mean_token_accuracy": 0.7895661110877991, | |
| "eval_chemistry_num_tokens": 93288025.0, | |
| "eval_chemistry_runtime": 34.6079, | |
| "eval_chemistry_samples_per_second": 14.448, | |
| "eval_chemistry_steps_per_second": 3.612, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 4.48, | |
| "eval_physics_entropy": 0.272767622590065, | |
| "eval_physics_loss": 0.8561501502990723, | |
| "eval_physics_mean_token_accuracy": 0.8236871433258056, | |
| "eval_physics_num_tokens": 93288025.0, | |
| "eval_physics_runtime": 41.2289, | |
| "eval_physics_samples_per_second": 12.127, | |
| "eval_physics_steps_per_second": 3.032, | |
| "step": 2800 | |
| }, | |
| { | |
| "entropy": 0.19370509777218103, | |
| "epoch": 4.496, | |
| "grad_norm": 2.03125, | |
| "learning_rate": 1.5980000000000003e-05, | |
| "loss": 0.1597, | |
| "mean_token_accuracy": 0.9468937519937753, | |
| "num_tokens": 93621454.0, | |
| "step": 2810 | |
| }, | |
| { | |
| "entropy": 0.19159375540912152, | |
| "epoch": 4.5120000000000005, | |
| "grad_norm": 2.0625, | |
| "learning_rate": 1.5957777777777777e-05, | |
| "loss": 0.1566, | |
| "mean_token_accuracy": 0.9483846995979548, | |
| "num_tokens": 93957847.0, | |
| "step": 2820 | |
| }, | |
| { | |
| "entropy": 0.19177836943417786, | |
| "epoch": 4.5280000000000005, | |
| "grad_norm": 2.078125, | |
| "learning_rate": 1.5935555555555558e-05, | |
| "loss": 0.1595, | |
| "mean_token_accuracy": 0.9476821962743998, | |
| "num_tokens": 94287674.0, | |
| "step": 2830 | |
| }, | |
| { | |
| "entropy": 0.19004529607482254, | |
| "epoch": 4.5440000000000005, | |
| "grad_norm": 2.109375, | |
| "learning_rate": 1.5913333333333332e-05, | |
| "loss": 0.1565, | |
| "mean_token_accuracy": 0.9476745925843716, | |
| "num_tokens": 94613456.0, | |
| "step": 2840 | |
| }, | |
| { | |
| "entropy": 0.19111841106787325, | |
| "epoch": 4.5600000000000005, | |
| "grad_norm": 2.234375, | |
| "learning_rate": 1.5891111111111113e-05, | |
| "loss": 0.1586, | |
| "mean_token_accuracy": 0.9473724879324437, | |
| "num_tokens": 94941684.0, | |
| "step": 2850 | |
| }, | |
| { | |
| "entropy": 0.19352899109944702, | |
| "epoch": 4.576, | |
| "grad_norm": 2.234375, | |
| "learning_rate": 1.5868888888888888e-05, | |
| "loss": 0.1578, | |
| "mean_token_accuracy": 0.9478868711739779, | |
| "num_tokens": 95278037.0, | |
| "step": 2860 | |
| }, | |
| { | |
| "entropy": 0.1918213707394898, | |
| "epoch": 4.592, | |
| "grad_norm": 2.046875, | |
| "learning_rate": 1.584666666666667e-05, | |
| "loss": 0.1574, | |
| "mean_token_accuracy": 0.9480335034430027, | |
| "num_tokens": 95611182.0, | |
| "step": 2870 | |
| }, | |
| { | |
| "entropy": 0.19304955611005425, | |
| "epoch": 4.608, | |
| "grad_norm": 2.046875, | |
| "learning_rate": 1.5824444444444446e-05, | |
| "loss": 0.16, | |
| "mean_token_accuracy": 0.9472247928380966, | |
| "num_tokens": 95952986.0, | |
| "step": 2880 | |
| }, | |
| { | |
| "entropy": 0.18729796851985156, | |
| "epoch": 4.624, | |
| "grad_norm": 2.015625, | |
| "learning_rate": 1.5802222222222224e-05, | |
| "loss": 0.1564, | |
| "mean_token_accuracy": 0.9481069557368755, | |
| "num_tokens": 96297175.0, | |
| "step": 2890 | |
| }, | |
| { | |
| "entropy": 0.1974953768774867, | |
| "epoch": 4.64, | |
| "grad_norm": 2.15625, | |
| "learning_rate": 1.578e-05, | |
| "loss": 0.1634, | |
| "mean_token_accuracy": 0.9463304281234741, | |
| "num_tokens": 96630392.0, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 4.64, | |
| "eval_chemistry_entropy": 0.319516619682312, | |
| "eval_chemistry_loss": 1.0775052309036255, | |
| "eval_chemistry_mean_token_accuracy": 0.7886076564788819, | |
| "eval_chemistry_num_tokens": 96630392.0, | |
| "eval_chemistry_runtime": 34.5969, | |
| "eval_chemistry_samples_per_second": 14.452, | |
| "eval_chemistry_steps_per_second": 3.613, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 4.64, | |
| "eval_physics_entropy": 0.27287652349472047, | |
| "eval_physics_loss": 0.8562257289886475, | |
| "eval_physics_mean_token_accuracy": 0.8237788276672363, | |
| "eval_physics_num_tokens": 96630392.0, | |
| "eval_physics_runtime": 41.247, | |
| "eval_physics_samples_per_second": 12.122, | |
| "eval_physics_steps_per_second": 3.031, | |
| "step": 2900 | |
| }, | |
| { | |
| "entropy": 0.18674168265424668, | |
| "epoch": 4.656, | |
| "grad_norm": 2.078125, | |
| "learning_rate": 1.575777777777778e-05, | |
| "loss": 0.1539, | |
| "mean_token_accuracy": 0.9486437644809484, | |
| "num_tokens": 96978935.0, | |
| "step": 2910 | |
| }, | |
| { | |
| "entropy": 0.1915013926103711, | |
| "epoch": 4.672, | |
| "grad_norm": 2.03125, | |
| "learning_rate": 1.5735555555555557e-05, | |
| "loss": 0.1604, | |
| "mean_token_accuracy": 0.947072671726346, | |
| "num_tokens": 97316431.0, | |
| "step": 2920 | |
| }, | |
| { | |
| "entropy": 0.19037255314178764, | |
| "epoch": 4.688, | |
| "grad_norm": 2.125, | |
| "learning_rate": 1.5713333333333334e-05, | |
| "loss": 0.158, | |
| "mean_token_accuracy": 0.9471198979765176, | |
| "num_tokens": 97665534.0, | |
| "step": 2930 | |
| }, | |
| { | |
| "entropy": 0.19228512230329214, | |
| "epoch": 4.704, | |
| "grad_norm": 2.265625, | |
| "learning_rate": 1.5691111111111112e-05, | |
| "loss": 0.1588, | |
| "mean_token_accuracy": 0.9474438637495041, | |
| "num_tokens": 98004052.0, | |
| "step": 2940 | |
| }, | |
| { | |
| "entropy": 0.18908405187539756, | |
| "epoch": 4.72, | |
| "grad_norm": 2.234375, | |
| "learning_rate": 1.5668888888888893e-05, | |
| "loss": 0.1562, | |
| "mean_token_accuracy": 0.9483963634818793, | |
| "num_tokens": 98325785.0, | |
| "step": 2950 | |
| }, | |
| { | |
| "entropy": 0.19748488427139818, | |
| "epoch": 4.736, | |
| "grad_norm": 2.203125, | |
| "learning_rate": 1.5646666666666667e-05, | |
| "loss": 0.161, | |
| "mean_token_accuracy": 0.9457533366978168, | |
| "num_tokens": 98649969.0, | |
| "step": 2960 | |
| }, | |
| { | |
| "entropy": 0.18734354763291777, | |
| "epoch": 4.752, | |
| "grad_norm": 2.03125, | |
| "learning_rate": 1.5624444444444448e-05, | |
| "loss": 0.1563, | |
| "mean_token_accuracy": 0.947586378827691, | |
| "num_tokens": 98987145.0, | |
| "step": 2970 | |
| }, | |
| { | |
| "entropy": 0.19386245338246227, | |
| "epoch": 4.768, | |
| "grad_norm": 2.140625, | |
| "learning_rate": 1.5602222222222222e-05, | |
| "loss": 0.1603, | |
| "mean_token_accuracy": 0.9473159741610289, | |
| "num_tokens": 99309770.0, | |
| "step": 2980 | |
| }, | |
| { | |
| "entropy": 0.19166214000433685, | |
| "epoch": 4.784, | |
| "grad_norm": 2.140625, | |
| "learning_rate": 1.5580000000000003e-05, | |
| "loss": 0.1588, | |
| "mean_token_accuracy": 0.9476859755814075, | |
| "num_tokens": 99643583.0, | |
| "step": 2990 | |
| }, | |
| { | |
| "entropy": 0.19860149454325438, | |
| "epoch": 4.8, | |
| "grad_norm": 2.15625, | |
| "learning_rate": 1.5557777777777778e-05, | |
| "loss": 0.1616, | |
| "mean_token_accuracy": 0.946180134639144, | |
| "num_tokens": 99972302.0, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 4.8, | |
| "eval_chemistry_entropy": 0.3164873479604721, | |
| "eval_chemistry_loss": 1.07830011844635, | |
| "eval_chemistry_mean_token_accuracy": 0.7890521488189697, | |
| "eval_chemistry_num_tokens": 99972302.0, | |
| "eval_chemistry_runtime": 34.601, | |
| "eval_chemistry_samples_per_second": 14.45, | |
| "eval_chemistry_steps_per_second": 3.613, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 4.8, | |
| "eval_physics_entropy": 0.27059548449516296, | |
| "eval_physics_loss": 0.8571956753730774, | |
| "eval_physics_mean_token_accuracy": 0.824473412513733, | |
| "eval_physics_num_tokens": 99972302.0, | |
| "eval_physics_runtime": 40.9799, | |
| "eval_physics_samples_per_second": 12.201, | |
| "eval_physics_steps_per_second": 3.05, | |
| "step": 3000 | |
| }, | |
| { | |
| "entropy": 0.19665487641468643, | |
| "epoch": 4.816, | |
| "grad_norm": 2.34375, | |
| "learning_rate": 1.553555555555556e-05, | |
| "loss": 0.1624, | |
| "mean_token_accuracy": 0.9465024966746569, | |
| "num_tokens": 100290023.0, | |
| "step": 3010 | |
| }, | |
| { | |
| "entropy": 0.1841772203333676, | |
| "epoch": 4.832, | |
| "grad_norm": 2.140625, | |
| "learning_rate": 1.5513333333333333e-05, | |
| "loss": 0.1531, | |
| "mean_token_accuracy": 0.9493068099021912, | |
| "num_tokens": 100643312.0, | |
| "step": 3020 | |
| }, | |
| { | |
| "entropy": 0.1933573042973876, | |
| "epoch": 4.848, | |
| "grad_norm": 2.171875, | |
| "learning_rate": 1.5491111111111114e-05, | |
| "loss": 0.1605, | |
| "mean_token_accuracy": 0.9469866078346968, | |
| "num_tokens": 100977034.0, | |
| "step": 3030 | |
| }, | |
| { | |
| "entropy": 0.19200214128941298, | |
| "epoch": 4.864, | |
| "grad_norm": 2.171875, | |
| "learning_rate": 1.546888888888889e-05, | |
| "loss": 0.1614, | |
| "mean_token_accuracy": 0.9468019433319569, | |
| "num_tokens": 101309531.0, | |
| "step": 3040 | |
| }, | |
| { | |
| "entropy": 0.19307670569978655, | |
| "epoch": 4.88, | |
| "grad_norm": 2.1875, | |
| "learning_rate": 1.544666666666667e-05, | |
| "loss": 0.16, | |
| "mean_token_accuracy": 0.9469937805086375, | |
| "num_tokens": 101646955.0, | |
| "step": 3050 | |
| }, | |
| { | |
| "entropy": 0.19330994882620872, | |
| "epoch": 4.896, | |
| "grad_norm": 2.25, | |
| "learning_rate": 1.5424444444444447e-05, | |
| "loss": 0.1587, | |
| "mean_token_accuracy": 0.9467738643288612, | |
| "num_tokens": 101981516.0, | |
| "step": 3060 | |
| }, | |
| { | |
| "entropy": 0.19191964222118257, | |
| "epoch": 4.912, | |
| "grad_norm": 2.078125, | |
| "learning_rate": 1.5402222222222224e-05, | |
| "loss": 0.1593, | |
| "mean_token_accuracy": 0.947215560078621, | |
| "num_tokens": 102312681.0, | |
| "step": 3070 | |
| }, | |
| { | |
| "entropy": 0.19578345152549445, | |
| "epoch": 4.928, | |
| "grad_norm": 2.0625, | |
| "learning_rate": 1.5380000000000002e-05, | |
| "loss": 0.1605, | |
| "mean_token_accuracy": 0.9471450641751289, | |
| "num_tokens": 102647889.0, | |
| "step": 3080 | |
| }, | |
| { | |
| "entropy": 0.19374837134964765, | |
| "epoch": 4.944, | |
| "grad_norm": 2.234375, | |
| "learning_rate": 1.535777777777778e-05, | |
| "loss": 0.1607, | |
| "mean_token_accuracy": 0.9465171311050653, | |
| "num_tokens": 102985809.0, | |
| "step": 3090 | |
| }, | |
| { | |
| "entropy": 0.19707705564796923, | |
| "epoch": 4.96, | |
| "grad_norm": 2.171875, | |
| "learning_rate": 1.5335555555555557e-05, | |
| "loss": 0.1624, | |
| "mean_token_accuracy": 0.945984173566103, | |
| "num_tokens": 103320682.0, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 4.96, | |
| "eval_chemistry_entropy": 0.3143026298284531, | |
| "eval_chemistry_loss": 1.082382082939148, | |
| "eval_chemistry_mean_token_accuracy": 0.7889351572990417, | |
| "eval_chemistry_num_tokens": 103320682.0, | |
| "eval_chemistry_runtime": 34.6247, | |
| "eval_chemistry_samples_per_second": 14.441, | |
| "eval_chemistry_steps_per_second": 3.61, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 4.96, | |
| "eval_physics_entropy": 0.26906219792366026, | |
| "eval_physics_loss": 0.8594797849655151, | |
| "eval_physics_mean_token_accuracy": 0.8249925918579102, | |
| "eval_physics_num_tokens": 103320682.0, | |
| "eval_physics_runtime": 41.2605, | |
| "eval_physics_samples_per_second": 12.118, | |
| "eval_physics_steps_per_second": 3.03, | |
| "step": 3100 | |
| }, | |
| { | |
| "entropy": 0.19229637561365961, | |
| "epoch": 4.976, | |
| "grad_norm": 2.34375, | |
| "learning_rate": 1.5313333333333335e-05, | |
| "loss": 0.1597, | |
| "mean_token_accuracy": 0.9467990398406982, | |
| "num_tokens": 103656297.0, | |
| "step": 3110 | |
| }, | |
| { | |
| "entropy": 0.19407273214310408, | |
| "epoch": 4.992, | |
| "grad_norm": 2.1875, | |
| "learning_rate": 1.5291111111111112e-05, | |
| "loss": 0.1596, | |
| "mean_token_accuracy": 0.9464813090860844, | |
| "num_tokens": 103984906.0, | |
| "step": 3120 | |
| }, | |
| { | |
| "entropy": 0.1618450829293579, | |
| "epoch": 5.008, | |
| "grad_norm": 1.5, | |
| "learning_rate": 1.526888888888889e-05, | |
| "loss": 0.1172, | |
| "mean_token_accuracy": 0.9638370562344789, | |
| "num_tokens": 104329988.0, | |
| "step": 3130 | |
| }, | |
| { | |
| "entropy": 0.12690922296606005, | |
| "epoch": 5.024, | |
| "grad_norm": 1.4296875, | |
| "learning_rate": 1.5246666666666668e-05, | |
| "loss": 0.0774, | |
| "mean_token_accuracy": 0.9784610513597727, | |
| "num_tokens": 104670082.0, | |
| "step": 3140 | |
| }, | |
| { | |
| "entropy": 0.12201016019098461, | |
| "epoch": 5.04, | |
| "grad_norm": 1.5859375, | |
| "learning_rate": 1.5224444444444447e-05, | |
| "loss": 0.0739, | |
| "mean_token_accuracy": 0.9795386526733637, | |
| "num_tokens": 105012648.0, | |
| "step": 3150 | |
| }, | |
| { | |
| "entropy": 0.12360574728809297, | |
| "epoch": 5.056, | |
| "grad_norm": 1.5390625, | |
| "learning_rate": 1.5202222222222223e-05, | |
| "loss": 0.0748, | |
| "mean_token_accuracy": 0.9788818847388029, | |
| "num_tokens": 105340074.0, | |
| "step": 3160 | |
| }, | |
| { | |
| "entropy": 0.12035191748291255, | |
| "epoch": 5.072, | |
| "grad_norm": 1.515625, | |
| "learning_rate": 1.5180000000000002e-05, | |
| "loss": 0.0751, | |
| "mean_token_accuracy": 0.9789559379220009, | |
| "num_tokens": 105674220.0, | |
| "step": 3170 | |
| }, | |
| { | |
| "entropy": 0.1201790071092546, | |
| "epoch": 5.088, | |
| "grad_norm": 1.5078125, | |
| "learning_rate": 1.5157777777777778e-05, | |
| "loss": 0.0737, | |
| "mean_token_accuracy": 0.9795673862099648, | |
| "num_tokens": 106008744.0, | |
| "step": 3180 | |
| }, | |
| { | |
| "entropy": 0.12344955923035741, | |
| "epoch": 5.104, | |
| "grad_norm": 1.6328125, | |
| "learning_rate": 1.5135555555555557e-05, | |
| "loss": 0.0774, | |
| "mean_token_accuracy": 0.9782973855733872, | |
| "num_tokens": 106332594.0, | |
| "step": 3190 | |
| }, | |
| { | |
| "entropy": 0.11950491964817048, | |
| "epoch": 5.12, | |
| "grad_norm": 1.359375, | |
| "learning_rate": 1.5113333333333335e-05, | |
| "loss": 0.0748, | |
| "mean_token_accuracy": 0.9788820918649435, | |
| "num_tokens": 106670394.0, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 5.12, | |
| "eval_chemistry_entropy": 0.28638320648670196, | |
| "eval_chemistry_loss": 1.1629633903503418, | |
| "eval_chemistry_mean_token_accuracy": 0.7877100954055786, | |
| "eval_chemistry_num_tokens": 106670394.0, | |
| "eval_chemistry_runtime": 34.6316, | |
| "eval_chemistry_samples_per_second": 14.438, | |
| "eval_chemistry_steps_per_second": 3.609, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 5.12, | |
| "eval_physics_entropy": 0.23361974203586577, | |
| "eval_physics_loss": 0.9455986618995667, | |
| "eval_physics_mean_token_accuracy": 0.8229552741050721, | |
| "eval_physics_num_tokens": 106670394.0, | |
| "eval_physics_runtime": 41.2677, | |
| "eval_physics_samples_per_second": 12.116, | |
| "eval_physics_steps_per_second": 3.029, | |
| "step": 3200 | |
| }, | |
| { | |
| "entropy": 0.1212450547143817, | |
| "epoch": 5.136, | |
| "grad_norm": 1.53125, | |
| "learning_rate": 1.5091111111111113e-05, | |
| "loss": 0.077, | |
| "mean_token_accuracy": 0.9779245402663946, | |
| "num_tokens": 107010814.0, | |
| "step": 3210 | |
| }, | |
| { | |
| "entropy": 0.12022993490099906, | |
| "epoch": 5.152, | |
| "grad_norm": 1.5703125, | |
| "learning_rate": 1.506888888888889e-05, | |
| "loss": 0.0769, | |
| "mean_token_accuracy": 0.9780712764710188, | |
| "num_tokens": 107353217.0, | |
| "step": 3220 | |
| }, | |
| { | |
| "entropy": 0.1167789971921593, | |
| "epoch": 5.168, | |
| "grad_norm": 1.5, | |
| "learning_rate": 1.5046666666666668e-05, | |
| "loss": 0.0738, | |
| "mean_token_accuracy": 0.9790678706020117, | |
| "num_tokens": 107704886.0, | |
| "step": 3230 | |
| }, | |
| { | |
| "entropy": 0.12345399712212383, | |
| "epoch": 5.184, | |
| "grad_norm": 1.609375, | |
| "learning_rate": 1.5024444444444445e-05, | |
| "loss": 0.0784, | |
| "mean_token_accuracy": 0.97759250998497, | |
| "num_tokens": 108033564.0, | |
| "step": 3240 | |
| }, | |
| { | |
| "entropy": 0.12121607293374836, | |
| "epoch": 5.2, | |
| "grad_norm": 1.6953125, | |
| "learning_rate": 1.5002222222222223e-05, | |
| "loss": 0.0767, | |
| "mean_token_accuracy": 0.9779817793518305, | |
| "num_tokens": 108368498.0, | |
| "step": 3250 | |
| }, | |
| { | |
| "entropy": 0.12202885267324745, | |
| "epoch": 5.216, | |
| "grad_norm": 1.671875, | |
| "learning_rate": 1.498e-05, | |
| "loss": 0.0772, | |
| "mean_token_accuracy": 0.9780106049031019, | |
| "num_tokens": 108699224.0, | |
| "step": 3260 | |
| }, | |
| { | |
| "entropy": 0.1182090365793556, | |
| "epoch": 5.232, | |
| "grad_norm": 1.6328125, | |
| "learning_rate": 1.495777777777778e-05, | |
| "loss": 0.0751, | |
| "mean_token_accuracy": 0.9786998964846134, | |
| "num_tokens": 109037108.0, | |
| "step": 3270 | |
| }, | |
| { | |
| "entropy": 0.12363715153187513, | |
| "epoch": 5.248, | |
| "grad_norm": 1.609375, | |
| "learning_rate": 1.4935555555555556e-05, | |
| "loss": 0.078, | |
| "mean_token_accuracy": 0.9779166419059038, | |
| "num_tokens": 109368040.0, | |
| "step": 3280 | |
| }, | |
| { | |
| "entropy": 0.12303452021442354, | |
| "epoch": 5.264, | |
| "grad_norm": 1.640625, | |
| "learning_rate": 1.4913333333333335e-05, | |
| "loss": 0.0791, | |
| "mean_token_accuracy": 0.9772373173385859, | |
| "num_tokens": 109691145.0, | |
| "step": 3290 | |
| }, | |
| { | |
| "entropy": 0.12271357667632402, | |
| "epoch": 5.28, | |
| "grad_norm": 1.609375, | |
| "learning_rate": 1.4891111111111111e-05, | |
| "loss": 0.0796, | |
| "mean_token_accuracy": 0.9776995267719031, | |
| "num_tokens": 110019099.0, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 5.28, | |
| "eval_chemistry_entropy": 0.2859676060676575, | |
| "eval_chemistry_loss": 1.1696257591247559, | |
| "eval_chemistry_mean_token_accuracy": 0.7871607184410095, | |
| "eval_chemistry_num_tokens": 110019099.0, | |
| "eval_chemistry_runtime": 34.6219, | |
| "eval_chemistry_samples_per_second": 14.442, | |
| "eval_chemistry_steps_per_second": 3.61, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 5.28, | |
| "eval_physics_entropy": 0.2324518562555313, | |
| "eval_physics_loss": 0.951405942440033, | |
| "eval_physics_mean_token_accuracy": 0.8229812092781067, | |
| "eval_physics_num_tokens": 110019099.0, | |
| "eval_physics_runtime": 41.2492, | |
| "eval_physics_samples_per_second": 12.121, | |
| "eval_physics_steps_per_second": 3.03, | |
| "step": 3300 | |
| }, | |
| { | |
| "entropy": 0.12270643962547183, | |
| "epoch": 5.296, | |
| "grad_norm": 1.5625, | |
| "learning_rate": 1.486888888888889e-05, | |
| "loss": 0.0785, | |
| "mean_token_accuracy": 0.9774255253374576, | |
| "num_tokens": 110349034.0, | |
| "step": 3310 | |
| }, | |
| { | |
| "entropy": 0.12224719040095806, | |
| "epoch": 5.312, | |
| "grad_norm": 1.5859375, | |
| "learning_rate": 1.4846666666666666e-05, | |
| "loss": 0.0786, | |
| "mean_token_accuracy": 0.9772947859019041, | |
| "num_tokens": 110678547.0, | |
| "step": 3320 | |
| }, | |
| { | |
| "entropy": 0.12140276823192835, | |
| "epoch": 5.328, | |
| "grad_norm": 1.703125, | |
| "learning_rate": 1.4824444444444446e-05, | |
| "loss": 0.0788, | |
| "mean_token_accuracy": 0.9770833935588599, | |
| "num_tokens": 111013689.0, | |
| "step": 3330 | |
| }, | |
| { | |
| "entropy": 0.12011926304548978, | |
| "epoch": 5.344, | |
| "grad_norm": 1.7109375, | |
| "learning_rate": 1.4802222222222225e-05, | |
| "loss": 0.0782, | |
| "mean_token_accuracy": 0.9773753527551889, | |
| "num_tokens": 111344270.0, | |
| "step": 3340 | |
| }, | |
| { | |
| "entropy": 0.12195792109705508, | |
| "epoch": 5.36, | |
| "grad_norm": 1.703125, | |
| "learning_rate": 1.478e-05, | |
| "loss": 0.078, | |
| "mean_token_accuracy": 0.9773913998156786, | |
| "num_tokens": 111686051.0, | |
| "step": 3350 | |
| }, | |
| { | |
| "entropy": 0.12005897578783334, | |
| "epoch": 5.376, | |
| "grad_norm": 1.6015625, | |
| "learning_rate": 1.475777777777778e-05, | |
| "loss": 0.0768, | |
| "mean_token_accuracy": 0.9782460037618875, | |
| "num_tokens": 112023874.0, | |
| "step": 3360 | |
| }, | |
| { | |
| "entropy": 0.1225117139518261, | |
| "epoch": 5.392, | |
| "grad_norm": 1.6328125, | |
| "learning_rate": 1.4735555555555556e-05, | |
| "loss": 0.0798, | |
| "mean_token_accuracy": 0.9767647817730903, | |
| "num_tokens": 112358202.0, | |
| "step": 3370 | |
| }, | |
| { | |
| "entropy": 0.12196989636868238, | |
| "epoch": 5.408, | |
| "grad_norm": 1.5703125, | |
| "learning_rate": 1.4713333333333335e-05, | |
| "loss": 0.0788, | |
| "mean_token_accuracy": 0.977450056746602, | |
| "num_tokens": 112692972.0, | |
| "step": 3380 | |
| }, | |
| { | |
| "entropy": 0.12126540918834508, | |
| "epoch": 5.424, | |
| "grad_norm": 1.65625, | |
| "learning_rate": 1.4691111111111111e-05, | |
| "loss": 0.0785, | |
| "mean_token_accuracy": 0.9775171469897032, | |
| "num_tokens": 113025416.0, | |
| "step": 3390 | |
| }, | |
| { | |
| "entropy": 0.12269472479820251, | |
| "epoch": 5.44, | |
| "grad_norm": 1.65625, | |
| "learning_rate": 1.466888888888889e-05, | |
| "loss": 0.0804, | |
| "mean_token_accuracy": 0.9770185109227896, | |
| "num_tokens": 113360632.0, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 5.44, | |
| "eval_chemistry_entropy": 0.2852749445438385, | |
| "eval_chemistry_loss": 1.1744590997695923, | |
| "eval_chemistry_mean_token_accuracy": 0.7866754922866821, | |
| "eval_chemistry_num_tokens": 113360632.0, | |
| "eval_chemistry_runtime": 34.6138, | |
| "eval_chemistry_samples_per_second": 14.445, | |
| "eval_chemistry_steps_per_second": 3.611, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 5.44, | |
| "eval_physics_entropy": 0.23213770461082459, | |
| "eval_physics_loss": 0.9554653167724609, | |
| "eval_physics_mean_token_accuracy": 0.8229207797050476, | |
| "eval_physics_num_tokens": 113360632.0, | |
| "eval_physics_runtime": 41.2537, | |
| "eval_physics_samples_per_second": 12.12, | |
| "eval_physics_steps_per_second": 3.03, | |
| "step": 3400 | |
| }, | |
| { | |
| "entropy": 0.12320682564750314, | |
| "epoch": 5.456, | |
| "grad_norm": 1.75, | |
| "learning_rate": 1.4646666666666666e-05, | |
| "loss": 0.0804, | |
| "mean_token_accuracy": 0.9772241070866585, | |
| "num_tokens": 113687612.0, | |
| "step": 3410 | |
| }, | |
| { | |
| "entropy": 0.12352340053766966, | |
| "epoch": 5.4719999999999995, | |
| "grad_norm": 1.6171875, | |
| "learning_rate": 1.4624444444444446e-05, | |
| "loss": 0.0805, | |
| "mean_token_accuracy": 0.9766743324697018, | |
| "num_tokens": 114012825.0, | |
| "step": 3420 | |
| }, | |
| { | |
| "entropy": 0.11838670265860855, | |
| "epoch": 5.4879999999999995, | |
| "grad_norm": 1.609375, | |
| "learning_rate": 1.4602222222222225e-05, | |
| "loss": 0.0772, | |
| "mean_token_accuracy": 0.9773839592933655, | |
| "num_tokens": 114352454.0, | |
| "step": 3430 | |
| }, | |
| { | |
| "entropy": 0.1236205083783716, | |
| "epoch": 5.504, | |
| "grad_norm": 1.609375, | |
| "learning_rate": 1.4580000000000001e-05, | |
| "loss": 0.08, | |
| "mean_token_accuracy": 0.9772874113172293, | |
| "num_tokens": 114676433.0, | |
| "step": 3440 | |
| }, | |
| { | |
| "entropy": 0.12238946189172566, | |
| "epoch": 5.52, | |
| "grad_norm": 1.5859375, | |
| "learning_rate": 1.455777777777778e-05, | |
| "loss": 0.0806, | |
| "mean_token_accuracy": 0.9762930776923895, | |
| "num_tokens": 115016974.0, | |
| "step": 3450 | |
| }, | |
| { | |
| "entropy": 0.12248858972452581, | |
| "epoch": 5.536, | |
| "grad_norm": 1.6328125, | |
| "learning_rate": 1.4535555555555556e-05, | |
| "loss": 0.0797, | |
| "mean_token_accuracy": 0.9767976652830839, | |
| "num_tokens": 115349329.0, | |
| "step": 3460 | |
| }, | |
| { | |
| "entropy": 0.11857948149554431, | |
| "epoch": 5.552, | |
| "grad_norm": 1.78125, | |
| "learning_rate": 1.4513333333333336e-05, | |
| "loss": 0.0777, | |
| "mean_token_accuracy": 0.9774250064045191, | |
| "num_tokens": 115685578.0, | |
| "step": 3470 | |
| }, | |
| { | |
| "entropy": 0.12281590728089213, | |
| "epoch": 5.568, | |
| "grad_norm": 1.6796875, | |
| "learning_rate": 1.4491111111111111e-05, | |
| "loss": 0.0804, | |
| "mean_token_accuracy": 0.9769137635827064, | |
| "num_tokens": 116015903.0, | |
| "step": 3480 | |
| }, | |
| { | |
| "entropy": 0.1202359089627862, | |
| "epoch": 5.584, | |
| "grad_norm": 1.578125, | |
| "learning_rate": 1.446888888888889e-05, | |
| "loss": 0.0789, | |
| "mean_token_accuracy": 0.9770346198230981, | |
| "num_tokens": 116353789.0, | |
| "step": 3490 | |
| }, | |
| { | |
| "entropy": 0.12375429016537964, | |
| "epoch": 5.6, | |
| "grad_norm": 1.65625, | |
| "learning_rate": 1.4446666666666668e-05, | |
| "loss": 0.0804, | |
| "mean_token_accuracy": 0.9767476823180914, | |
| "num_tokens": 116691024.0, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 5.6, | |
| "eval_chemistry_entropy": 0.2811563332080841, | |
| "eval_chemistry_loss": 1.1783264875411987, | |
| "eval_chemistry_mean_token_accuracy": 0.7872345504760743, | |
| "eval_chemistry_num_tokens": 116691024.0, | |
| "eval_chemistry_runtime": 34.6135, | |
| "eval_chemistry_samples_per_second": 14.445, | |
| "eval_chemistry_steps_per_second": 3.611, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 5.6, | |
| "eval_physics_entropy": 0.23010396003723144, | |
| "eval_physics_loss": 0.9547271132469177, | |
| "eval_physics_mean_token_accuracy": 0.8229746632575988, | |
| "eval_physics_num_tokens": 116691024.0, | |
| "eval_physics_runtime": 40.9813, | |
| "eval_physics_samples_per_second": 12.201, | |
| "eval_physics_steps_per_second": 3.05, | |
| "step": 3500 | |
| }, | |
| { | |
| "entropy": 0.12420583721250296, | |
| "epoch": 5.616, | |
| "grad_norm": 1.625, | |
| "learning_rate": 1.4424444444444446e-05, | |
| "loss": 0.0812, | |
| "mean_token_accuracy": 0.9763885572552681, | |
| "num_tokens": 117018997.0, | |
| "step": 3510 | |
| }, | |
| { | |
| "entropy": 0.12365589709952474, | |
| "epoch": 5.632, | |
| "grad_norm": 1.6796875, | |
| "learning_rate": 1.4402222222222224e-05, | |
| "loss": 0.0809, | |
| "mean_token_accuracy": 0.9765663549304009, | |
| "num_tokens": 117343698.0, | |
| "step": 3520 | |
| }, | |
| { | |
| "entropy": 0.12242367826402187, | |
| "epoch": 5.648, | |
| "grad_norm": 1.7265625, | |
| "learning_rate": 1.4380000000000001e-05, | |
| "loss": 0.0815, | |
| "mean_token_accuracy": 0.9766273528337479, | |
| "num_tokens": 117674808.0, | |
| "step": 3530 | |
| }, | |
| { | |
| "entropy": 0.12430465552024543, | |
| "epoch": 5.664, | |
| "grad_norm": 1.65625, | |
| "learning_rate": 1.4357777777777779e-05, | |
| "loss": 0.0812, | |
| "mean_token_accuracy": 0.9766393750905991, | |
| "num_tokens": 118006899.0, | |
| "step": 3540 | |
| }, | |
| { | |
| "entropy": 0.12397917686030269, | |
| "epoch": 5.68, | |
| "grad_norm": 1.703125, | |
| "learning_rate": 1.4335555555555556e-05, | |
| "loss": 0.0808, | |
| "mean_token_accuracy": 0.9764606077224016, | |
| "num_tokens": 118343335.0, | |
| "step": 3550 | |
| }, | |
| { | |
| "entropy": 0.11925184228457511, | |
| "epoch": 5.696, | |
| "grad_norm": 1.6484375, | |
| "learning_rate": 1.4313333333333334e-05, | |
| "loss": 0.0799, | |
| "mean_token_accuracy": 0.9763355746865272, | |
| "num_tokens": 118685884.0, | |
| "step": 3560 | |
| }, | |
| { | |
| "entropy": 0.12273379270918668, | |
| "epoch": 5.712, | |
| "grad_norm": 2.03125, | |
| "learning_rate": 1.4291111111111113e-05, | |
| "loss": 0.0812, | |
| "mean_token_accuracy": 0.9767820600420236, | |
| "num_tokens": 119021524.0, | |
| "step": 3570 | |
| }, | |
| { | |
| "entropy": 0.11689370246604085, | |
| "epoch": 5.728, | |
| "grad_norm": 1.625, | |
| "learning_rate": 1.426888888888889e-05, | |
| "loss": 0.0788, | |
| "mean_token_accuracy": 0.9771351911127567, | |
| "num_tokens": 119366016.0, | |
| "step": 3580 | |
| }, | |
| { | |
| "entropy": 0.12286252113990485, | |
| "epoch": 5.744, | |
| "grad_norm": 1.7421875, | |
| "learning_rate": 1.4246666666666669e-05, | |
| "loss": 0.081, | |
| "mean_token_accuracy": 0.9763384524732828, | |
| "num_tokens": 119704334.0, | |
| "step": 3590 | |
| }, | |
| { | |
| "entropy": 0.12401787112466992, | |
| "epoch": 5.76, | |
| "grad_norm": 1.625, | |
| "learning_rate": 1.4224444444444445e-05, | |
| "loss": 0.0825, | |
| "mean_token_accuracy": 0.9759017691016197, | |
| "num_tokens": 120034852.0, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 5.76, | |
| "eval_chemistry_entropy": 0.2826125292778015, | |
| "eval_chemistry_loss": 1.1768851280212402, | |
| "eval_chemistry_mean_token_accuracy": 0.7866820750236512, | |
| "eval_chemistry_num_tokens": 120034852.0, | |
| "eval_chemistry_runtime": 34.6255, | |
| "eval_chemistry_samples_per_second": 14.44, | |
| "eval_chemistry_steps_per_second": 3.61, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 5.76, | |
| "eval_physics_entropy": 0.23052174055576324, | |
| "eval_physics_loss": 0.9576201438903809, | |
| "eval_physics_mean_token_accuracy": 0.822891321182251, | |
| "eval_physics_num_tokens": 120034852.0, | |
| "eval_physics_runtime": 41.2187, | |
| "eval_physics_samples_per_second": 12.13, | |
| "eval_physics_steps_per_second": 3.033, | |
| "step": 3600 | |
| }, | |
| { | |
| "entropy": 0.1236722735222429, | |
| "epoch": 5.776, | |
| "grad_norm": 1.6015625, | |
| "learning_rate": 1.4202222222222224e-05, | |
| "loss": 0.081, | |
| "mean_token_accuracy": 0.9761451706290245, | |
| "num_tokens": 120364063.0, | |
| "step": 3610 | |
| }, | |
| { | |
| "entropy": 0.12318001296371221, | |
| "epoch": 5.792, | |
| "grad_norm": 1.640625, | |
| "learning_rate": 1.418e-05, | |
| "loss": 0.0817, | |
| "mean_token_accuracy": 0.9760611515492201, | |
| "num_tokens": 120702845.0, | |
| "step": 3620 | |
| }, | |
| { | |
| "entropy": 0.12329662996344268, | |
| "epoch": 5.808, | |
| "grad_norm": 1.640625, | |
| "learning_rate": 1.4157777777777779e-05, | |
| "loss": 0.081, | |
| "mean_token_accuracy": 0.9769329752773046, | |
| "num_tokens": 121030256.0, | |
| "step": 3630 | |
| }, | |
| { | |
| "entropy": 0.12317805914208294, | |
| "epoch": 5.824, | |
| "grad_norm": 1.6328125, | |
| "learning_rate": 1.4135555555555555e-05, | |
| "loss": 0.081, | |
| "mean_token_accuracy": 0.9766381312161684, | |
| "num_tokens": 121363411.0, | |
| "step": 3640 | |
| }, | |
| { | |
| "entropy": 0.1255562113597989, | |
| "epoch": 5.84, | |
| "grad_norm": 1.7109375, | |
| "learning_rate": 1.4113333333333334e-05, | |
| "loss": 0.0826, | |
| "mean_token_accuracy": 0.9760429706424475, | |
| "num_tokens": 121683493.0, | |
| "step": 3650 | |
| }, | |
| { | |
| "entropy": 0.12333199586719275, | |
| "epoch": 5.856, | |
| "grad_norm": 1.609375, | |
| "learning_rate": 1.4091111111111114e-05, | |
| "loss": 0.0807, | |
| "mean_token_accuracy": 0.9761915192008018, | |
| "num_tokens": 122013880.0, | |
| "step": 3660 | |
| }, | |
| { | |
| "entropy": 0.1253392260055989, | |
| "epoch": 5.872, | |
| "grad_norm": 1.75, | |
| "learning_rate": 1.406888888888889e-05, | |
| "loss": 0.0829, | |
| "mean_token_accuracy": 0.9759009908884764, | |
| "num_tokens": 122347894.0, | |
| "step": 3670 | |
| }, | |
| { | |
| "entropy": 0.12091331197880209, | |
| "epoch": 5.888, | |
| "grad_norm": 1.6953125, | |
| "learning_rate": 1.4046666666666669e-05, | |
| "loss": 0.0806, | |
| "mean_token_accuracy": 0.976499255746603, | |
| "num_tokens": 122684941.0, | |
| "step": 3680 | |
| }, | |
| { | |
| "entropy": 0.12405687246937305, | |
| "epoch": 5.904, | |
| "grad_norm": 4.28125, | |
| "learning_rate": 1.4024444444444445e-05, | |
| "loss": 0.0825, | |
| "mean_token_accuracy": 0.9768069617450237, | |
| "num_tokens": 123020602.0, | |
| "step": 3690 | |
| }, | |
| { | |
| "entropy": 0.12095803911797702, | |
| "epoch": 5.92, | |
| "grad_norm": 1.6796875, | |
| "learning_rate": 1.4002222222222224e-05, | |
| "loss": 0.08, | |
| "mean_token_accuracy": 0.9767821855843067, | |
| "num_tokens": 123357158.0, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 5.92, | |
| "eval_chemistry_entropy": 0.2803421527147293, | |
| "eval_chemistry_loss": 1.1812224388122559, | |
| "eval_chemistry_mean_token_accuracy": 0.7871488614082336, | |
| "eval_chemistry_num_tokens": 123357158.0, | |
| "eval_chemistry_runtime": 34.5957, | |
| "eval_chemistry_samples_per_second": 14.453, | |
| "eval_chemistry_steps_per_second": 3.613, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 5.92, | |
| "eval_physics_entropy": 0.22845887267589568, | |
| "eval_physics_loss": 0.9604062438011169, | |
| "eval_physics_mean_token_accuracy": 0.8229416389465332, | |
| "eval_physics_num_tokens": 123357158.0, | |
| "eval_physics_runtime": 41.2178, | |
| "eval_physics_samples_per_second": 12.131, | |
| "eval_physics_steps_per_second": 3.033, | |
| "step": 3700 | |
| }, | |
| { | |
| "entropy": 0.12068014587275684, | |
| "epoch": 5.936, | |
| "grad_norm": 1.625, | |
| "learning_rate": 1.398e-05, | |
| "loss": 0.0805, | |
| "mean_token_accuracy": 0.9766017343848944, | |
| "num_tokens": 123695748.0, | |
| "step": 3710 | |
| }, | |
| { | |
| "entropy": 0.12223677332513035, | |
| "epoch": 5.952, | |
| "grad_norm": 1.6328125, | |
| "learning_rate": 1.395777777777778e-05, | |
| "loss": 0.0796, | |
| "mean_token_accuracy": 0.9768834766000509, | |
| "num_tokens": 124026940.0, | |
| "step": 3720 | |
| }, | |
| { | |
| "entropy": 0.12707342663779855, | |
| "epoch": 5.968, | |
| "grad_norm": 1.734375, | |
| "learning_rate": 1.3935555555555557e-05, | |
| "loss": 0.083, | |
| "mean_token_accuracy": 0.9756046898663044, | |
| "num_tokens": 124350349.0, | |
| "step": 3730 | |
| }, | |
| { | |
| "entropy": 0.12378147379495204, | |
| "epoch": 5.984, | |
| "grad_norm": 1.734375, | |
| "learning_rate": 1.3913333333333335e-05, | |
| "loss": 0.0822, | |
| "mean_token_accuracy": 0.9760129202157259, | |
| "num_tokens": 124678890.0, | |
| "step": 3740 | |
| }, | |
| { | |
| "entropy": 0.12643266683444382, | |
| "epoch": 6.0, | |
| "grad_norm": 1.7265625, | |
| "learning_rate": 1.3891111111111114e-05, | |
| "loss": 0.0837, | |
| "mean_token_accuracy": 0.9758120037615299, | |
| "num_tokens": 124992888.0, | |
| "step": 3750 | |
| }, | |
| { | |
| "entropy": 0.08800205194856972, | |
| "epoch": 6.016, | |
| "grad_norm": 1.40625, | |
| "learning_rate": 1.386888888888889e-05, | |
| "loss": 0.0465, | |
| "mean_token_accuracy": 0.9884943414479495, | |
| "num_tokens": 125323982.0, | |
| "step": 3760 | |
| }, | |
| { | |
| "entropy": 0.08312874312978238, | |
| "epoch": 6.032, | |
| "grad_norm": 1.1953125, | |
| "learning_rate": 1.3846666666666669e-05, | |
| "loss": 0.0453, | |
| "mean_token_accuracy": 0.9885493285953999, | |
| "num_tokens": 125666740.0, | |
| "step": 3770 | |
| }, | |
| { | |
| "entropy": 0.0828782632946968, | |
| "epoch": 6.048, | |
| "grad_norm": 1.125, | |
| "learning_rate": 1.3824444444444445e-05, | |
| "loss": 0.0459, | |
| "mean_token_accuracy": 0.988551089912653, | |
| "num_tokens": 125993258.0, | |
| "step": 3780 | |
| }, | |
| { | |
| "entropy": 0.08486181979533285, | |
| "epoch": 6.064, | |
| "grad_norm": 0.96875, | |
| "learning_rate": 1.3802222222222224e-05, | |
| "loss": 0.0458, | |
| "mean_token_accuracy": 0.9883942436426878, | |
| "num_tokens": 126311534.0, | |
| "step": 3790 | |
| }, | |
| { | |
| "entropy": 0.08183146067894995, | |
| "epoch": 6.08, | |
| "grad_norm": 1.09375, | |
| "learning_rate": 1.378e-05, | |
| "loss": 0.0462, | |
| "mean_token_accuracy": 0.9883392293006181, | |
| "num_tokens": 126642761.0, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 6.08, | |
| "eval_chemistry_entropy": 0.2633392469882965, | |
| "eval_chemistry_loss": 1.2417505979537964, | |
| "eval_chemistry_mean_token_accuracy": 0.7880106172561645, | |
| "eval_chemistry_num_tokens": 126642761.0, | |
| "eval_chemistry_runtime": 34.6658, | |
| "eval_chemistry_samples_per_second": 14.423, | |
| "eval_chemistry_steps_per_second": 3.606, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 6.08, | |
| "eval_physics_entropy": 0.20876979553699493, | |
| "eval_physics_loss": 1.0224370956420898, | |
| "eval_physics_mean_token_accuracy": 0.8232405352592468, | |
| "eval_physics_num_tokens": 126642761.0, | |
| "eval_physics_runtime": 41.3258, | |
| "eval_physics_samples_per_second": 12.099, | |
| "eval_physics_steps_per_second": 3.025, | |
| "step": 3800 | |
| }, | |
| { | |
| "entropy": 0.08224272588267922, | |
| "epoch": 6.096, | |
| "grad_norm": 1.03125, | |
| "learning_rate": 1.375777777777778e-05, | |
| "loss": 0.0457, | |
| "mean_token_accuracy": 0.9883229065686464, | |
| "num_tokens": 126976948.0, | |
| "step": 3810 | |
| }, | |
| { | |
| "entropy": 0.08190394197590649, | |
| "epoch": 6.112, | |
| "grad_norm": 1.1796875, | |
| "learning_rate": 1.3735555555555557e-05, | |
| "loss": 0.0467, | |
| "mean_token_accuracy": 0.9879281643778086, | |
| "num_tokens": 127314551.0, | |
| "step": 3820 | |
| }, | |
| { | |
| "entropy": 0.08483500238507986, | |
| "epoch": 6.128, | |
| "grad_norm": 1.234375, | |
| "learning_rate": 1.3713333333333335e-05, | |
| "loss": 0.0474, | |
| "mean_token_accuracy": 0.9877087824046612, | |
| "num_tokens": 127635496.0, | |
| "step": 3830 | |
| }, | |
| { | |
| "entropy": 0.08074533776380122, | |
| "epoch": 6.144, | |
| "grad_norm": 1.140625, | |
| "learning_rate": 1.3691111111111112e-05, | |
| "loss": 0.0455, | |
| "mean_token_accuracy": 0.9884730204939842, | |
| "num_tokens": 127974017.0, | |
| "step": 3840 | |
| }, | |
| { | |
| "entropy": 0.08340199454687536, | |
| "epoch": 6.16, | |
| "grad_norm": 1.1015625, | |
| "learning_rate": 1.366888888888889e-05, | |
| "loss": 0.0471, | |
| "mean_token_accuracy": 0.9877915620803833, | |
| "num_tokens": 128303651.0, | |
| "step": 3850 | |
| }, | |
| { | |
| "entropy": 0.08018718773964792, | |
| "epoch": 6.176, | |
| "grad_norm": 1.1953125, | |
| "learning_rate": 1.3646666666666668e-05, | |
| "loss": 0.0462, | |
| "mean_token_accuracy": 0.9882023938000202, | |
| "num_tokens": 128649197.0, | |
| "step": 3860 | |
| }, | |
| { | |
| "entropy": 0.08327068700455129, | |
| "epoch": 6.192, | |
| "grad_norm": 1.171875, | |
| "learning_rate": 1.3624444444444445e-05, | |
| "loss": 0.0472, | |
| "mean_token_accuracy": 0.988257608562708, | |
| "num_tokens": 128986105.0, | |
| "step": 3870 | |
| }, | |
| { | |
| "entropy": 0.08418330932036042, | |
| "epoch": 6.208, | |
| "grad_norm": 1.21875, | |
| "learning_rate": 1.3602222222222223e-05, | |
| "loss": 0.0484, | |
| "mean_token_accuracy": 0.9875238493084908, | |
| "num_tokens": 129315037.0, | |
| "step": 3880 | |
| }, | |
| { | |
| "entropy": 0.08170841236133128, | |
| "epoch": 6.224, | |
| "grad_norm": 1.0703125, | |
| "learning_rate": 1.3580000000000002e-05, | |
| "loss": 0.0464, | |
| "mean_token_accuracy": 0.9880779847502709, | |
| "num_tokens": 129648083.0, | |
| "step": 3890 | |
| }, | |
| { | |
| "entropy": 0.0832998547470197, | |
| "epoch": 6.24, | |
| "grad_norm": 1.1640625, | |
| "learning_rate": 1.3557777777777778e-05, | |
| "loss": 0.0474, | |
| "mean_token_accuracy": 0.9878678418695926, | |
| "num_tokens": 129981253.0, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 6.24, | |
| "eval_chemistry_entropy": 0.26424161648750305, | |
| "eval_chemistry_loss": 1.2465729713439941, | |
| "eval_chemistry_mean_token_accuracy": 0.786607096195221, | |
| "eval_chemistry_num_tokens": 129981253.0, | |
| "eval_chemistry_runtime": 34.6941, | |
| "eval_chemistry_samples_per_second": 14.412, | |
| "eval_chemistry_steps_per_second": 3.603, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 6.24, | |
| "eval_physics_entropy": 0.20829280495643615, | |
| "eval_physics_loss": 1.0281598567962646, | |
| "eval_physics_mean_token_accuracy": 0.8229806046485901, | |
| "eval_physics_num_tokens": 129981253.0, | |
| "eval_physics_runtime": 41.7122, | |
| "eval_physics_samples_per_second": 11.987, | |
| "eval_physics_steps_per_second": 2.997, | |
| "step": 3900 | |
| }, | |
| { | |
| "entropy": 0.08336418468970805, | |
| "epoch": 6.256, | |
| "grad_norm": 1.2109375, | |
| "learning_rate": 1.3535555555555557e-05, | |
| "loss": 0.0482, | |
| "mean_token_accuracy": 0.9876391071826219, | |
| "num_tokens": 130318318.0, | |
| "step": 3910 | |
| }, | |
| { | |
| "entropy": 0.0824885551352054, | |
| "epoch": 6.272, | |
| "grad_norm": 1.15625, | |
| "learning_rate": 1.3513333333333333e-05, | |
| "loss": 0.0467, | |
| "mean_token_accuracy": 0.987917210161686, | |
| "num_tokens": 130653933.0, | |
| "step": 3920 | |
| }, | |
| { | |
| "entropy": 0.08328301263973117, | |
| "epoch": 6.288, | |
| "grad_norm": 1.1953125, | |
| "learning_rate": 1.3491111111111113e-05, | |
| "loss": 0.0477, | |
| "mean_token_accuracy": 0.9875371098518372, | |
| "num_tokens": 130990699.0, | |
| "step": 3930 | |
| }, | |
| { | |
| "entropy": 0.08321071907412261, | |
| "epoch": 6.304, | |
| "grad_norm": 1.109375, | |
| "learning_rate": 1.3468888888888888e-05, | |
| "loss": 0.048, | |
| "mean_token_accuracy": 0.9875328954309225, | |
| "num_tokens": 131322534.0, | |
| "step": 3940 | |
| }, | |
| { | |
| "entropy": 0.08432359651196748, | |
| "epoch": 6.32, | |
| "grad_norm": 1.1640625, | |
| "learning_rate": 1.3446666666666668e-05, | |
| "loss": 0.0484, | |
| "mean_token_accuracy": 0.9873499438166619, | |
| "num_tokens": 131650063.0, | |
| "step": 3950 | |
| }, | |
| { | |
| "entropy": 0.0830828903010115, | |
| "epoch": 6.336, | |
| "grad_norm": 1.28125, | |
| "learning_rate": 1.3424444444444447e-05, | |
| "loss": 0.0477, | |
| "mean_token_accuracy": 0.9876048494130373, | |
| "num_tokens": 131985745.0, | |
| "step": 3960 | |
| }, | |
| { | |
| "entropy": 0.08442043093964458, | |
| "epoch": 6.352, | |
| "grad_norm": 1.1015625, | |
| "learning_rate": 1.3402222222222223e-05, | |
| "loss": 0.0486, | |
| "mean_token_accuracy": 0.9874293334782124, | |
| "num_tokens": 132319846.0, | |
| "step": 3970 | |
| }, | |
| { | |
| "entropy": 0.08410298686940224, | |
| "epoch": 6.368, | |
| "grad_norm": 1.2578125, | |
| "learning_rate": 1.3380000000000002e-05, | |
| "loss": 0.0482, | |
| "mean_token_accuracy": 0.987572344392538, | |
| "num_tokens": 132656725.0, | |
| "step": 3980 | |
| }, | |
| { | |
| "entropy": 0.08180661161895841, | |
| "epoch": 6.384, | |
| "grad_norm": 1.0234375, | |
| "learning_rate": 1.3357777777777778e-05, | |
| "loss": 0.0466, | |
| "mean_token_accuracy": 0.9879112608730793, | |
| "num_tokens": 132995278.0, | |
| "step": 3990 | |
| }, | |
| { | |
| "entropy": 0.08174596836324781, | |
| "epoch": 6.4, | |
| "grad_norm": 1.0078125, | |
| "learning_rate": 1.3335555555555558e-05, | |
| "loss": 0.0481, | |
| "mean_token_accuracy": 0.9874971948564053, | |
| "num_tokens": 133334112.0, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 6.4, | |
| "eval_chemistry_entropy": 0.2629435861110687, | |
| "eval_chemistry_loss": 1.2468456029891968, | |
| "eval_chemistry_mean_token_accuracy": 0.7867292041778564, | |
| "eval_chemistry_num_tokens": 133334112.0, | |
| "eval_chemistry_runtime": 34.6344, | |
| "eval_chemistry_samples_per_second": 14.436, | |
| "eval_chemistry_steps_per_second": 3.609, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 6.4, | |
| "eval_physics_entropy": 0.20778464794158935, | |
| "eval_physics_loss": 1.0285807847976685, | |
| "eval_physics_mean_token_accuracy": 0.8228671875, | |
| "eval_physics_num_tokens": 133334112.0, | |
| "eval_physics_runtime": 41.022, | |
| "eval_physics_samples_per_second": 12.189, | |
| "eval_physics_steps_per_second": 3.047, | |
| "step": 4000 | |
| }, | |
| { | |
| "entropy": 0.08247077025007457, | |
| "epoch": 6.416, | |
| "grad_norm": 1.1953125, | |
| "learning_rate": 1.3313333333333333e-05, | |
| "loss": 0.0479, | |
| "mean_token_accuracy": 0.9875911708921195, | |
| "num_tokens": 133674943.0, | |
| "step": 4010 | |
| }, | |
| { | |
| "entropy": 0.0861233185045421, | |
| "epoch": 6.432, | |
| "grad_norm": 1.4375, | |
| "learning_rate": 1.3291111111111113e-05, | |
| "loss": 0.0493, | |
| "mean_token_accuracy": 0.9870279934257269, | |
| "num_tokens": 134002453.0, | |
| "step": 4020 | |
| }, | |
| { | |
| "entropy": 0.08455703966319561, | |
| "epoch": 6.448, | |
| "grad_norm": 1.1640625, | |
| "learning_rate": 1.3268888888888889e-05, | |
| "loss": 0.0482, | |
| "mean_token_accuracy": 0.9875376716256141, | |
| "num_tokens": 134323746.0, | |
| "step": 4030 | |
| }, | |
| { | |
| "entropy": 0.0815651074750349, | |
| "epoch": 6.464, | |
| "grad_norm": 1.140625, | |
| "learning_rate": 1.3246666666666668e-05, | |
| "loss": 0.0478, | |
| "mean_token_accuracy": 0.987864351272583, | |
| "num_tokens": 134661738.0, | |
| "step": 4040 | |
| }, | |
| { | |
| "entropy": 0.08226230149157346, | |
| "epoch": 6.48, | |
| "grad_norm": 1.1953125, | |
| "learning_rate": 1.3224444444444446e-05, | |
| "loss": 0.0477, | |
| "mean_token_accuracy": 0.9879491850733757, | |
| "num_tokens": 135000741.0, | |
| "step": 4050 | |
| }, | |
| { | |
| "entropy": 0.08494914614129812, | |
| "epoch": 6.496, | |
| "grad_norm": 1.453125, | |
| "learning_rate": 1.3202222222222223e-05, | |
| "loss": 0.0502, | |
| "mean_token_accuracy": 0.9867266416549683, | |
| "num_tokens": 135326552.0, | |
| "step": 4060 | |
| }, | |
| { | |
| "entropy": 0.08172757881693542, | |
| "epoch": 6.5120000000000005, | |
| "grad_norm": 1.359375, | |
| "learning_rate": 1.3180000000000001e-05, | |
| "loss": 0.0471, | |
| "mean_token_accuracy": 0.987838089466095, | |
| "num_tokens": 135671893.0, | |
| "step": 4070 | |
| }, | |
| { | |
| "entropy": 0.08116255044005811, | |
| "epoch": 6.5280000000000005, | |
| "grad_norm": 1.234375, | |
| "learning_rate": 1.3157777777777778e-05, | |
| "loss": 0.0479, | |
| "mean_token_accuracy": 0.9872550044208765, | |
| "num_tokens": 136011918.0, | |
| "step": 4080 | |
| }, | |
| { | |
| "entropy": 0.08455753971356898, | |
| "epoch": 6.5440000000000005, | |
| "grad_norm": 1.21875, | |
| "learning_rate": 1.3135555555555558e-05, | |
| "loss": 0.0493, | |
| "mean_token_accuracy": 0.9871864940971136, | |
| "num_tokens": 136346081.0, | |
| "step": 4090 | |
| }, | |
| { | |
| "entropy": 0.08448477580677718, | |
| "epoch": 6.5600000000000005, | |
| "grad_norm": 1.0703125, | |
| "learning_rate": 1.3113333333333334e-05, | |
| "loss": 0.0489, | |
| "mean_token_accuracy": 0.987289821729064, | |
| "num_tokens": 136678871.0, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 6.5600000000000005, | |
| "eval_chemistry_entropy": 0.2614769343137741, | |
| "eval_chemistry_loss": 1.2504053115844727, | |
| "eval_chemistry_mean_token_accuracy": 0.7877317543029785, | |
| "eval_chemistry_num_tokens": 136678871.0, | |
| "eval_chemistry_runtime": 34.8317, | |
| "eval_chemistry_samples_per_second": 14.355, | |
| "eval_chemistry_steps_per_second": 3.589, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 6.5600000000000005, | |
| "eval_physics_entropy": 0.20628420758247376, | |
| "eval_physics_loss": 1.033398151397705, | |
| "eval_physics_mean_token_accuracy": 0.822932026386261, | |
| "eval_physics_num_tokens": 136678871.0, | |
| "eval_physics_runtime": 41.5382, | |
| "eval_physics_samples_per_second": 12.037, | |
| "eval_physics_steps_per_second": 3.009, | |
| "step": 4100 | |
| }, | |
| { | |
| "entropy": 0.08356979857198894, | |
| "epoch": 6.576, | |
| "grad_norm": 1.1640625, | |
| "learning_rate": 1.3091111111111113e-05, | |
| "loss": 0.0487, | |
| "mean_token_accuracy": 0.9873802177608013, | |
| "num_tokens": 137009120.0, | |
| "step": 4110 | |
| }, | |
| { | |
| "entropy": 0.08221683418378234, | |
| "epoch": 6.592, | |
| "grad_norm": 1.1875, | |
| "learning_rate": 1.306888888888889e-05, | |
| "loss": 0.0473, | |
| "mean_token_accuracy": 0.9874389294534922, | |
| "num_tokens": 137349002.0, | |
| "step": 4120 | |
| }, | |
| { | |
| "entropy": 0.08223750218749046, | |
| "epoch": 6.608, | |
| "grad_norm": 1.15625, | |
| "learning_rate": 1.3046666666666668e-05, | |
| "loss": 0.0491, | |
| "mean_token_accuracy": 0.987232893705368, | |
| "num_tokens": 137681271.0, | |
| "step": 4130 | |
| }, | |
| { | |
| "entropy": 0.08213731991127134, | |
| "epoch": 6.624, | |
| "grad_norm": 1.03125, | |
| "learning_rate": 1.3024444444444446e-05, | |
| "loss": 0.048, | |
| "mean_token_accuracy": 0.9874076224863529, | |
| "num_tokens": 138017964.0, | |
| "step": 4140 | |
| }, | |
| { | |
| "entropy": 0.08445660735014826, | |
| "epoch": 6.64, | |
| "grad_norm": 1.171875, | |
| "learning_rate": 1.3002222222222223e-05, | |
| "loss": 0.0489, | |
| "mean_token_accuracy": 0.9871912717819213, | |
| "num_tokens": 138344865.0, | |
| "step": 4150 | |
| }, | |
| { | |
| "entropy": 0.08164793641772121, | |
| "epoch": 6.656, | |
| "grad_norm": 1.15625, | |
| "learning_rate": 1.2980000000000001e-05, | |
| "loss": 0.0476, | |
| "mean_token_accuracy": 0.9875594973564148, | |
| "num_tokens": 138686067.0, | |
| "step": 4160 | |
| }, | |
| { | |
| "entropy": 0.08325545103289186, | |
| "epoch": 6.672, | |
| "grad_norm": 1.15625, | |
| "learning_rate": 1.2957777777777779e-05, | |
| "loss": 0.0472, | |
| "mean_token_accuracy": 0.9876235947012901, | |
| "num_tokens": 139020281.0, | |
| "step": 4170 | |
| }, | |
| { | |
| "entropy": 0.08389222861733288, | |
| "epoch": 6.688, | |
| "grad_norm": 1.2578125, | |
| "learning_rate": 1.2935555555555556e-05, | |
| "loss": 0.0486, | |
| "mean_token_accuracy": 0.9872424896806479, | |
| "num_tokens": 139358427.0, | |
| "step": 4180 | |
| }, | |
| { | |
| "entropy": 0.08402099246159196, | |
| "epoch": 6.704, | |
| "grad_norm": 1.1640625, | |
| "learning_rate": 1.2913333333333336e-05, | |
| "loss": 0.0488, | |
| "mean_token_accuracy": 0.9872086331248283, | |
| "num_tokens": 139691142.0, | |
| "step": 4190 | |
| }, | |
| { | |
| "entropy": 0.08593915849924087, | |
| "epoch": 6.72, | |
| "grad_norm": 1.3046875, | |
| "learning_rate": 1.2891111111111112e-05, | |
| "loss": 0.0504, | |
| "mean_token_accuracy": 0.986945329606533, | |
| "num_tokens": 140011774.0, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 6.72, | |
| "eval_chemistry_entropy": 0.25900897359848024, | |
| "eval_chemistry_loss": 1.254063606262207, | |
| "eval_chemistry_mean_token_accuracy": 0.7872775292396545, | |
| "eval_chemistry_num_tokens": 140011774.0, | |
| "eval_chemistry_runtime": 34.8636, | |
| "eval_chemistry_samples_per_second": 14.342, | |
| "eval_chemistry_steps_per_second": 3.585, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 6.72, | |
| "eval_physics_entropy": 0.20440801638364792, | |
| "eval_physics_loss": 1.0369616746902466, | |
| "eval_physics_mean_token_accuracy": 0.8233732528686524, | |
| "eval_physics_num_tokens": 140011774.0, | |
| "eval_physics_runtime": 41.5995, | |
| "eval_physics_samples_per_second": 12.019, | |
| "eval_physics_steps_per_second": 3.005, | |
| "step": 4200 | |
| }, | |
| { | |
| "entropy": 0.08310960887465627, | |
| "epoch": 6.736, | |
| "grad_norm": 1.2109375, | |
| "learning_rate": 1.2868888888888891e-05, | |
| "loss": 0.0487, | |
| "mean_token_accuracy": 0.9873503148555756, | |
| "num_tokens": 140349276.0, | |
| "step": 4210 | |
| }, | |
| { | |
| "entropy": 0.08384478732477874, | |
| "epoch": 6.752, | |
| "grad_norm": 1.1484375, | |
| "learning_rate": 1.2846666666666667e-05, | |
| "loss": 0.049, | |
| "mean_token_accuracy": 0.9872010689228773, | |
| "num_tokens": 140674986.0, | |
| "step": 4220 | |
| }, | |
| { | |
| "entropy": 0.08250078009441494, | |
| "epoch": 6.768, | |
| "grad_norm": 1.2265625, | |
| "learning_rate": 1.2824444444444446e-05, | |
| "loss": 0.0484, | |
| "mean_token_accuracy": 0.9873097315430641, | |
| "num_tokens": 141023119.0, | |
| "step": 4230 | |
| }, | |
| { | |
| "entropy": 0.08327699287328869, | |
| "epoch": 6.784, | |
| "grad_norm": 1.0859375, | |
| "learning_rate": 1.2802222222222222e-05, | |
| "loss": 0.0489, | |
| "mean_token_accuracy": 0.9871655073016882, | |
| "num_tokens": 141350499.0, | |
| "step": 4240 | |
| }, | |
| { | |
| "entropy": 0.08524548292625696, | |
| "epoch": 6.8, | |
| "grad_norm": 1.203125, | |
| "learning_rate": 1.2780000000000001e-05, | |
| "loss": 0.05, | |
| "mean_token_accuracy": 0.9869431726634502, | |
| "num_tokens": 141690904.0, | |
| "step": 4250 | |
| }, | |
| { | |
| "entropy": 0.08612931903917342, | |
| "epoch": 6.816, | |
| "grad_norm": 1.0546875, | |
| "learning_rate": 1.2757777777777777e-05, | |
| "loss": 0.0503, | |
| "mean_token_accuracy": 0.9868447929620743, | |
| "num_tokens": 142014404.0, | |
| "step": 4260 | |
| }, | |
| { | |
| "entropy": 0.08538674390874804, | |
| "epoch": 6.832, | |
| "grad_norm": 1.2109375, | |
| "learning_rate": 1.2735555555555557e-05, | |
| "loss": 0.0483, | |
| "mean_token_accuracy": 0.9872184365987777, | |
| "num_tokens": 142342717.0, | |
| "step": 4270 | |
| }, | |
| { | |
| "entropy": 0.08172557696234435, | |
| "epoch": 6.848, | |
| "grad_norm": 1.3203125, | |
| "learning_rate": 1.2713333333333336e-05, | |
| "loss": 0.0486, | |
| "mean_token_accuracy": 0.9877215001732111, | |
| "num_tokens": 142679601.0, | |
| "step": 4280 | |
| }, | |
| { | |
| "entropy": 0.08404393044766038, | |
| "epoch": 6.864, | |
| "grad_norm": 1.1640625, | |
| "learning_rate": 1.2691111111111112e-05, | |
| "loss": 0.0484, | |
| "mean_token_accuracy": 0.9874385319650173, | |
| "num_tokens": 143012034.0, | |
| "step": 4290 | |
| }, | |
| { | |
| "entropy": 0.08339044626336545, | |
| "epoch": 6.88, | |
| "grad_norm": 1.2109375, | |
| "learning_rate": 1.2668888888888891e-05, | |
| "loss": 0.0493, | |
| "mean_token_accuracy": 0.9870673533529043, | |
| "num_tokens": 143345287.0, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 6.88, | |
| "eval_chemistry_entropy": 0.2598011150360107, | |
| "eval_chemistry_loss": 1.2587450742721558, | |
| "eval_chemistry_mean_token_accuracy": 0.786902666091919, | |
| "eval_chemistry_num_tokens": 143345287.0, | |
| "eval_chemistry_runtime": 34.9182, | |
| "eval_chemistry_samples_per_second": 14.319, | |
| "eval_chemistry_steps_per_second": 3.58, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 6.88, | |
| "eval_physics_entropy": 0.20457589453458785, | |
| "eval_physics_loss": 1.0422227382659912, | |
| "eval_physics_mean_token_accuracy": 0.822963632106781, | |
| "eval_physics_num_tokens": 143345287.0, | |
| "eval_physics_runtime": 41.5177, | |
| "eval_physics_samples_per_second": 12.043, | |
| "eval_physics_steps_per_second": 3.011, | |
| "step": 4300 | |
| }, | |
| { | |
| "entropy": 0.08436821920331568, | |
| "epoch": 6.896, | |
| "grad_norm": 1.453125, | |
| "learning_rate": 1.2646666666666667e-05, | |
| "loss": 0.0504, | |
| "mean_token_accuracy": 0.9868172734975815, | |
| "num_tokens": 143667749.0, | |
| "step": 4310 | |
| }, | |
| { | |
| "entropy": 0.08363941961433738, | |
| "epoch": 6.912, | |
| "grad_norm": 1.1796875, | |
| "learning_rate": 1.2624444444444446e-05, | |
| "loss": 0.049, | |
| "mean_token_accuracy": 0.9870785433799029, | |
| "num_tokens": 144000847.0, | |
| "step": 4320 | |
| }, | |
| { | |
| "entropy": 0.08455635379068553, | |
| "epoch": 6.928, | |
| "grad_norm": 1.28125, | |
| "learning_rate": 1.2602222222222222e-05, | |
| "loss": 0.0488, | |
| "mean_token_accuracy": 0.9873150497674942, | |
| "num_tokens": 144333903.0, | |
| "step": 4330 | |
| }, | |
| { | |
| "entropy": 0.08151172450743616, | |
| "epoch": 6.944, | |
| "grad_norm": 1.1328125, | |
| "learning_rate": 1.2580000000000002e-05, | |
| "loss": 0.048, | |
| "mean_token_accuracy": 0.9873838592320681, | |
| "num_tokens": 144671987.0, | |
| "step": 4340 | |
| }, | |
| { | |
| "entropy": 0.08456669892184436, | |
| "epoch": 6.96, | |
| "grad_norm": 1.1953125, | |
| "learning_rate": 1.2557777777777779e-05, | |
| "loss": 0.0489, | |
| "mean_token_accuracy": 0.9870229866355658, | |
| "num_tokens": 145001479.0, | |
| "step": 4350 | |
| }, | |
| { | |
| "entropy": 0.08347726857755333, | |
| "epoch": 6.976, | |
| "grad_norm": 1.2421875, | |
| "learning_rate": 1.2535555555555557e-05, | |
| "loss": 0.0495, | |
| "mean_token_accuracy": 0.9868554197251797, | |
| "num_tokens": 145330342.0, | |
| "step": 4360 | |
| }, | |
| { | |
| "entropy": 0.08411271646618843, | |
| "epoch": 6.992, | |
| "grad_norm": 1.328125, | |
| "learning_rate": 1.2513333333333334e-05, | |
| "loss": 0.0501, | |
| "mean_token_accuracy": 0.9865896072238683, | |
| "num_tokens": 145655640.0, | |
| "step": 4370 | |
| }, | |
| { | |
| "entropy": 0.07735087708570063, | |
| "epoch": 7.008, | |
| "grad_norm": 0.96484375, | |
| "learning_rate": 1.2491111111111112e-05, | |
| "loss": 0.043, | |
| "mean_token_accuracy": 0.9888126287609339, | |
| "num_tokens": 145979339.0, | |
| "step": 4380 | |
| }, | |
| { | |
| "entropy": 0.06566564028616995, | |
| "epoch": 7.024, | |
| "grad_norm": 0.8203125, | |
| "learning_rate": 1.246888888888889e-05, | |
| "loss": 0.0368, | |
| "mean_token_accuracy": 0.9905497398227453, | |
| "num_tokens": 146311273.0, | |
| "step": 4390 | |
| }, | |
| { | |
| "entropy": 0.06366870710626245, | |
| "epoch": 7.04, | |
| "grad_norm": 0.72265625, | |
| "learning_rate": 1.2446666666666667e-05, | |
| "loss": 0.0358, | |
| "mean_token_accuracy": 0.9906815171241761, | |
| "num_tokens": 146636386.0, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 7.04, | |
| "eval_chemistry_entropy": 0.24919855165481566, | |
| "eval_chemistry_loss": 1.2937006950378418, | |
| "eval_chemistry_mean_token_accuracy": 0.7869456210136414, | |
| "eval_chemistry_num_tokens": 146636386.0, | |
| "eval_chemistry_runtime": 34.8891, | |
| "eval_chemistry_samples_per_second": 14.331, | |
| "eval_chemistry_steps_per_second": 3.583, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 7.04, | |
| "eval_physics_entropy": 0.19420701318979264, | |
| "eval_physics_loss": 1.0773091316223145, | |
| "eval_physics_mean_token_accuracy": 0.8231866316795349, | |
| "eval_physics_num_tokens": 146636386.0, | |
| "eval_physics_runtime": 41.4788, | |
| "eval_physics_samples_per_second": 12.054, | |
| "eval_physics_steps_per_second": 3.014, | |
| "step": 4400 | |
| }, | |
| { | |
| "entropy": 0.06386563028208911, | |
| "epoch": 7.056, | |
| "grad_norm": 0.8515625, | |
| "learning_rate": 1.2424444444444445e-05, | |
| "loss": 0.0351, | |
| "mean_token_accuracy": 0.9907928127795458, | |
| "num_tokens": 146967650.0, | |
| "step": 4410 | |
| }, | |
| { | |
| "entropy": 0.06075377077795565, | |
| "epoch": 7.072, | |
| "grad_norm": 0.7890625, | |
| "learning_rate": 1.2402222222222222e-05, | |
| "loss": 0.0342, | |
| "mean_token_accuracy": 0.9910480942577123, | |
| "num_tokens": 147304637.0, | |
| "step": 4420 | |
| }, | |
| { | |
| "entropy": 0.06137628590222448, | |
| "epoch": 7.088, | |
| "grad_norm": 0.7578125, | |
| "learning_rate": 1.2380000000000002e-05, | |
| "loss": 0.0343, | |
| "mean_token_accuracy": 0.9908504582941532, | |
| "num_tokens": 147644140.0, | |
| "step": 4430 | |
| }, | |
| { | |
| "entropy": 0.06214636459480971, | |
| "epoch": 7.104, | |
| "grad_norm": 0.75, | |
| "learning_rate": 1.235777777777778e-05, | |
| "loss": 0.0354, | |
| "mean_token_accuracy": 0.9906146645545959, | |
| "num_tokens": 147976110.0, | |
| "step": 4440 | |
| }, | |
| { | |
| "entropy": 0.061552948271855715, | |
| "epoch": 7.12, | |
| "grad_norm": 0.87109375, | |
| "learning_rate": 1.2335555555555557e-05, | |
| "loss": 0.0348, | |
| "mean_token_accuracy": 0.9908938217908144, | |
| "num_tokens": 148310082.0, | |
| "step": 4450 | |
| }, | |
| { | |
| "entropy": 0.06064079294446856, | |
| "epoch": 7.136, | |
| "grad_norm": 0.80078125, | |
| "learning_rate": 1.2313333333333335e-05, | |
| "loss": 0.0342, | |
| "mean_token_accuracy": 0.9908621162176132, | |
| "num_tokens": 148651071.0, | |
| "step": 4460 | |
| }, | |
| { | |
| "entropy": 0.06230100248940289, | |
| "epoch": 7.152, | |
| "grad_norm": 0.796875, | |
| "learning_rate": 1.2291111111111112e-05, | |
| "loss": 0.0355, | |
| "mean_token_accuracy": 0.9905878521502018, | |
| "num_tokens": 148980540.0, | |
| "step": 4470 | |
| }, | |
| { | |
| "entropy": 0.061447409261018035, | |
| "epoch": 7.168, | |
| "grad_norm": 0.82421875, | |
| "learning_rate": 1.226888888888889e-05, | |
| "loss": 0.0345, | |
| "mean_token_accuracy": 0.9908699303865433, | |
| "num_tokens": 149318823.0, | |
| "step": 4480 | |
| }, | |
| { | |
| "entropy": 0.0620643375441432, | |
| "epoch": 7.184, | |
| "grad_norm": 0.890625, | |
| "learning_rate": 1.2246666666666667e-05, | |
| "loss": 0.035, | |
| "mean_token_accuracy": 0.9907150626182556, | |
| "num_tokens": 149650890.0, | |
| "step": 4490 | |
| }, | |
| { | |
| "entropy": 0.061626524198800325, | |
| "epoch": 7.2, | |
| "grad_norm": 0.72265625, | |
| "learning_rate": 1.2224444444444445e-05, | |
| "loss": 0.0349, | |
| "mean_token_accuracy": 0.9907727047801018, | |
| "num_tokens": 149978963.0, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 7.2, | |
| "eval_chemistry_entropy": 0.24628682976961136, | |
| "eval_chemistry_loss": 1.3082973957061768, | |
| "eval_chemistry_mean_token_accuracy": 0.7866316366195679, | |
| "eval_chemistry_num_tokens": 149978963.0, | |
| "eval_chemistry_runtime": 34.8147, | |
| "eval_chemistry_samples_per_second": 14.362, | |
| "eval_chemistry_steps_per_second": 3.59, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 7.2, | |
| "eval_physics_entropy": 0.19074303054809572, | |
| "eval_physics_loss": 1.09184730052948, | |
| "eval_physics_mean_token_accuracy": 0.823555606842041, | |
| "eval_physics_num_tokens": 149978963.0, | |
| "eval_physics_runtime": 41.2335, | |
| "eval_physics_samples_per_second": 12.126, | |
| "eval_physics_steps_per_second": 3.032, | |
| "step": 4500 | |
| }, | |
| { | |
| "entropy": 0.06277301630470902, | |
| "epoch": 7.216, | |
| "grad_norm": 0.70703125, | |
| "learning_rate": 1.2202222222222224e-05, | |
| "loss": 0.0356, | |
| "mean_token_accuracy": 0.9906882908195257, | |
| "num_tokens": 150308803.0, | |
| "step": 4510 | |
| }, | |
| { | |
| "entropy": 0.06299484143964947, | |
| "epoch": 7.232, | |
| "grad_norm": 1.0, | |
| "learning_rate": 1.218e-05, | |
| "loss": 0.0354, | |
| "mean_token_accuracy": 0.9908652398735285, | |
| "num_tokens": 150640693.0, | |
| "step": 4520 | |
| }, | |
| { | |
| "entropy": 0.06334666730836033, | |
| "epoch": 7.248, | |
| "grad_norm": 0.68359375, | |
| "learning_rate": 1.215777777777778e-05, | |
| "loss": 0.0357, | |
| "mean_token_accuracy": 0.9905265558511018, | |
| "num_tokens": 150969935.0, | |
| "step": 4530 | |
| }, | |
| { | |
| "entropy": 0.06278704162687063, | |
| "epoch": 7.264, | |
| "grad_norm": 0.89453125, | |
| "learning_rate": 1.2135555555555556e-05, | |
| "loss": 0.0354, | |
| "mean_token_accuracy": 0.9906135443598032, | |
| "num_tokens": 151300990.0, | |
| "step": 4540 | |
| }, | |
| { | |
| "entropy": 0.06298413707409053, | |
| "epoch": 7.28, | |
| "grad_norm": 0.84765625, | |
| "learning_rate": 1.2113333333333335e-05, | |
| "loss": 0.0359, | |
| "mean_token_accuracy": 0.990505576133728, | |
| "num_tokens": 151630968.0, | |
| "step": 4550 | |
| }, | |
| { | |
| "entropy": 0.061677922517992555, | |
| "epoch": 7.296, | |
| "grad_norm": 0.77734375, | |
| "learning_rate": 1.209111111111111e-05, | |
| "loss": 0.0352, | |
| "mean_token_accuracy": 0.9906646896153688, | |
| "num_tokens": 151972512.0, | |
| "step": 4560 | |
| }, | |
| { | |
| "entropy": 0.06136521329171955, | |
| "epoch": 7.312, | |
| "grad_norm": 1.0234375, | |
| "learning_rate": 1.206888888888889e-05, | |
| "loss": 0.0349, | |
| "mean_token_accuracy": 0.9907136838883162, | |
| "num_tokens": 152309262.0, | |
| "step": 4570 | |
| }, | |
| { | |
| "entropy": 0.06150672952644527, | |
| "epoch": 7.328, | |
| "grad_norm": 0.75390625, | |
| "learning_rate": 1.204666666666667e-05, | |
| "loss": 0.0353, | |
| "mean_token_accuracy": 0.9906399689614773, | |
| "num_tokens": 152641115.0, | |
| "step": 4580 | |
| }, | |
| { | |
| "entropy": 0.06296003204770387, | |
| "epoch": 7.344, | |
| "grad_norm": 0.79296875, | |
| "learning_rate": 1.2024444444444445e-05, | |
| "loss": 0.0359, | |
| "mean_token_accuracy": 0.9904595598578453, | |
| "num_tokens": 152969903.0, | |
| "step": 4590 | |
| }, | |
| { | |
| "entropy": 0.060705285519361496, | |
| "epoch": 7.36, | |
| "grad_norm": 0.88671875, | |
| "learning_rate": 1.2002222222222225e-05, | |
| "loss": 0.0351, | |
| "mean_token_accuracy": 0.99081862680614, | |
| "num_tokens": 153310394.0, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 7.36, | |
| "eval_chemistry_entropy": 0.2472569968700409, | |
| "eval_chemistry_loss": 1.3085415363311768, | |
| "eval_chemistry_mean_token_accuracy": 0.7877958555221558, | |
| "eval_chemistry_num_tokens": 153310394.0, | |
| "eval_chemistry_runtime": 34.8838, | |
| "eval_chemistry_samples_per_second": 14.333, | |
| "eval_chemistry_steps_per_second": 3.583, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 7.36, | |
| "eval_physics_entropy": 0.19158041775226592, | |
| "eval_physics_loss": 1.0906758308410645, | |
| "eval_physics_mean_token_accuracy": 0.8236755423545837, | |
| "eval_physics_num_tokens": 153310394.0, | |
| "eval_physics_runtime": 41.4951, | |
| "eval_physics_samples_per_second": 12.05, | |
| "eval_physics_steps_per_second": 3.012, | |
| "step": 4600 | |
| }, | |
| { | |
| "entropy": 0.061911187367513776, | |
| "epoch": 7.376, | |
| "grad_norm": 0.73046875, | |
| "learning_rate": 1.198e-05, | |
| "loss": 0.0349, | |
| "mean_token_accuracy": 0.9907222799956799, | |
| "num_tokens": 153641823.0, | |
| "step": 4610 | |
| }, | |
| { | |
| "entropy": 0.061987010017037394, | |
| "epoch": 7.392, | |
| "grad_norm": 1.1015625, | |
| "learning_rate": 1.195777777777778e-05, | |
| "loss": 0.0353, | |
| "mean_token_accuracy": 0.9906540635973216, | |
| "num_tokens": 153979365.0, | |
| "step": 4620 | |
| }, | |
| { | |
| "entropy": 0.061248681391589344, | |
| "epoch": 7.408, | |
| "grad_norm": 0.62890625, | |
| "learning_rate": 1.1935555555555556e-05, | |
| "loss": 0.0354, | |
| "mean_token_accuracy": 0.9906076569110155, | |
| "num_tokens": 154306629.0, | |
| "step": 4630 | |
| }, | |
| { | |
| "entropy": 0.0623122047400102, | |
| "epoch": 7.424, | |
| "grad_norm": 0.7890625, | |
| "learning_rate": 1.1913333333333335e-05, | |
| "loss": 0.0348, | |
| "mean_token_accuracy": 0.9906488709151745, | |
| "num_tokens": 154641261.0, | |
| "step": 4640 | |
| }, | |
| { | |
| "entropy": 0.06312244785949588, | |
| "epoch": 7.44, | |
| "grad_norm": 0.76953125, | |
| "learning_rate": 1.1891111111111111e-05, | |
| "loss": 0.0355, | |
| "mean_token_accuracy": 0.9905753880739212, | |
| "num_tokens": 154970740.0, | |
| "step": 4650 | |
| }, | |
| { | |
| "entropy": 0.06212042509578168, | |
| "epoch": 7.456, | |
| "grad_norm": 0.80859375, | |
| "learning_rate": 1.186888888888889e-05, | |
| "loss": 0.0353, | |
| "mean_token_accuracy": 0.9903509549796581, | |
| "num_tokens": 155305774.0, | |
| "step": 4660 | |
| }, | |
| { | |
| "entropy": 0.060513887810520826, | |
| "epoch": 7.4719999999999995, | |
| "grad_norm": 0.76953125, | |
| "learning_rate": 1.1846666666666668e-05, | |
| "loss": 0.035, | |
| "mean_token_accuracy": 0.990780594944954, | |
| "num_tokens": 155642312.0, | |
| "step": 4670 | |
| }, | |
| { | |
| "entropy": 0.06330470081884414, | |
| "epoch": 7.4879999999999995, | |
| "grad_norm": 0.6484375, | |
| "learning_rate": 1.1824444444444445e-05, | |
| "loss": 0.036, | |
| "mean_token_accuracy": 0.9902980923652649, | |
| "num_tokens": 155972296.0, | |
| "step": 4680 | |
| }, | |
| { | |
| "entropy": 0.06154982123989612, | |
| "epoch": 7.504, | |
| "grad_norm": 0.82421875, | |
| "learning_rate": 1.1802222222222223e-05, | |
| "loss": 0.0352, | |
| "mean_token_accuracy": 0.990791617333889, | |
| "num_tokens": 156313067.0, | |
| "step": 4690 | |
| }, | |
| { | |
| "entropy": 0.062418047641403976, | |
| "epoch": 7.52, | |
| "grad_norm": 0.82421875, | |
| "learning_rate": 1.178e-05, | |
| "loss": 0.0356, | |
| "mean_token_accuracy": 0.9906047355383635, | |
| "num_tokens": 156647045.0, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 7.52, | |
| "eval_chemistry_entropy": 0.24599135047197343, | |
| "eval_chemistry_loss": 1.3103718757629395, | |
| "eval_chemistry_mean_token_accuracy": 0.787072063446045, | |
| "eval_chemistry_num_tokens": 156647045.0, | |
| "eval_chemistry_runtime": 34.7892, | |
| "eval_chemistry_samples_per_second": 14.372, | |
| "eval_chemistry_steps_per_second": 3.593, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 7.52, | |
| "eval_physics_entropy": 0.1908007864356041, | |
| "eval_physics_loss": 1.0921863317489624, | |
| "eval_physics_mean_token_accuracy": 0.8236469144821167, | |
| "eval_physics_num_tokens": 156647045.0, | |
| "eval_physics_runtime": 41.44, | |
| "eval_physics_samples_per_second": 12.066, | |
| "eval_physics_steps_per_second": 3.016, | |
| "step": 4700 | |
| }, | |
| { | |
| "entropy": 0.06150080761872232, | |
| "epoch": 7.536, | |
| "grad_norm": 0.7578125, | |
| "learning_rate": 1.1757777777777778e-05, | |
| "loss": 0.0349, | |
| "mean_token_accuracy": 0.9907149720937014, | |
| "num_tokens": 156983291.0, | |
| "step": 4710 | |
| }, | |
| { | |
| "entropy": 0.06284960370976478, | |
| "epoch": 7.552, | |
| "grad_norm": 0.72265625, | |
| "learning_rate": 1.1735555555555556e-05, | |
| "loss": 0.0357, | |
| "mean_token_accuracy": 0.9905340883880853, | |
| "num_tokens": 157315799.0, | |
| "step": 4720 | |
| }, | |
| { | |
| "entropy": 0.06063510156236589, | |
| "epoch": 7.568, | |
| "grad_norm": 0.796875, | |
| "learning_rate": 1.1713333333333334e-05, | |
| "loss": 0.034, | |
| "mean_token_accuracy": 0.990770636498928, | |
| "num_tokens": 157661992.0, | |
| "step": 4730 | |
| }, | |
| { | |
| "entropy": 0.06052122050896287, | |
| "epoch": 7.584, | |
| "grad_norm": 0.8359375, | |
| "learning_rate": 1.1691111111111113e-05, | |
| "loss": 0.0352, | |
| "mean_token_accuracy": 0.9905507165938616, | |
| "num_tokens": 157994634.0, | |
| "step": 4740 | |
| }, | |
| { | |
| "entropy": 0.06159715664107353, | |
| "epoch": 7.6, | |
| "grad_norm": 0.78515625, | |
| "learning_rate": 1.1668888888888889e-05, | |
| "loss": 0.0353, | |
| "mean_token_accuracy": 0.9906620573252439, | |
| "num_tokens": 158331884.0, | |
| "step": 4750 | |
| }, | |
| { | |
| "entropy": 0.06264028470031917, | |
| "epoch": 7.616, | |
| "grad_norm": 0.64453125, | |
| "learning_rate": 1.1646666666666668e-05, | |
| "loss": 0.0357, | |
| "mean_token_accuracy": 0.9904555916786194, | |
| "num_tokens": 158659879.0, | |
| "step": 4760 | |
| }, | |
| { | |
| "entropy": 0.06209464946296066, | |
| "epoch": 7.632, | |
| "grad_norm": 0.77734375, | |
| "learning_rate": 1.1624444444444446e-05, | |
| "loss": 0.036, | |
| "mean_token_accuracy": 0.99032150991261, | |
| "num_tokens": 158984913.0, | |
| "step": 4770 | |
| }, | |
| { | |
| "entropy": 0.06313899885863065, | |
| "epoch": 7.648, | |
| "grad_norm": 0.96484375, | |
| "learning_rate": 1.1602222222222223e-05, | |
| "loss": 0.0361, | |
| "mean_token_accuracy": 0.9904160272330046, | |
| "num_tokens": 159312277.0, | |
| "step": 4780 | |
| }, | |
| { | |
| "entropy": 0.06148210281971842, | |
| "epoch": 7.664, | |
| "grad_norm": 0.8828125, | |
| "learning_rate": 1.1580000000000001e-05, | |
| "loss": 0.035, | |
| "mean_token_accuracy": 0.9906214911490678, | |
| "num_tokens": 159649435.0, | |
| "step": 4790 | |
| }, | |
| { | |
| "entropy": 0.061378013179637494, | |
| "epoch": 7.68, | |
| "grad_norm": 0.8359375, | |
| "learning_rate": 1.1557777777777779e-05, | |
| "loss": 0.0349, | |
| "mean_token_accuracy": 0.9906430255621672, | |
| "num_tokens": 159989472.0, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 7.68, | |
| "eval_chemistry_entropy": 0.24605670869350432, | |
| "eval_chemistry_loss": 1.313415765762329, | |
| "eval_chemistry_mean_token_accuracy": 0.7872930493354797, | |
| "eval_chemistry_num_tokens": 159989472.0, | |
| "eval_chemistry_runtime": 34.7673, | |
| "eval_chemistry_samples_per_second": 14.381, | |
| "eval_chemistry_steps_per_second": 3.595, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 7.68, | |
| "eval_physics_entropy": 0.19055269342660905, | |
| "eval_physics_loss": 1.0957832336425781, | |
| "eval_physics_mean_token_accuracy": 0.8236758513450623, | |
| "eval_physics_num_tokens": 159989472.0, | |
| "eval_physics_runtime": 41.4559, | |
| "eval_physics_samples_per_second": 12.061, | |
| "eval_physics_steps_per_second": 3.015, | |
| "step": 4800 | |
| }, | |
| { | |
| "entropy": 0.06214101852383465, | |
| "epoch": 7.696, | |
| "grad_norm": 0.8125, | |
| "learning_rate": 1.1535555555555556e-05, | |
| "loss": 0.0359, | |
| "mean_token_accuracy": 0.9905785106122493, | |
| "num_tokens": 160320528.0, | |
| "step": 4810 | |
| }, | |
| { | |
| "entropy": 0.06170573707204312, | |
| "epoch": 7.712, | |
| "grad_norm": 0.640625, | |
| "learning_rate": 1.1513333333333334e-05, | |
| "loss": 0.0349, | |
| "mean_token_accuracy": 0.9908230375498533, | |
| "num_tokens": 160658923.0, | |
| "step": 4820 | |
| }, | |
| { | |
| "entropy": 0.06164445518516004, | |
| "epoch": 7.728, | |
| "grad_norm": 0.65234375, | |
| "learning_rate": 1.1491111111111113e-05, | |
| "loss": 0.0351, | |
| "mean_token_accuracy": 0.9907540172338486, | |
| "num_tokens": 160996486.0, | |
| "step": 4830 | |
| }, | |
| { | |
| "entropy": 0.06168614816851914, | |
| "epoch": 7.744, | |
| "grad_norm": 0.828125, | |
| "learning_rate": 1.1468888888888889e-05, | |
| "loss": 0.0354, | |
| "mean_token_accuracy": 0.9904147505760192, | |
| "num_tokens": 161331359.0, | |
| "step": 4840 | |
| }, | |
| { | |
| "entropy": 0.06083308178931475, | |
| "epoch": 7.76, | |
| "grad_norm": 0.796875, | |
| "learning_rate": 1.1446666666666668e-05, | |
| "loss": 0.0352, | |
| "mean_token_accuracy": 0.9906918577849865, | |
| "num_tokens": 161665129.0, | |
| "step": 4850 | |
| }, | |
| { | |
| "entropy": 0.06237182246986776, | |
| "epoch": 7.776, | |
| "grad_norm": 0.83984375, | |
| "learning_rate": 1.1424444444444444e-05, | |
| "loss": 0.0356, | |
| "mean_token_accuracy": 0.9904262360185385, | |
| "num_tokens": 161994034.0, | |
| "step": 4860 | |
| }, | |
| { | |
| "entropy": 0.0600957038346678, | |
| "epoch": 7.792, | |
| "grad_norm": 0.76171875, | |
| "learning_rate": 1.1402222222222224e-05, | |
| "loss": 0.0344, | |
| "mean_token_accuracy": 0.9907166257500648, | |
| "num_tokens": 162337364.0, | |
| "step": 4870 | |
| }, | |
| { | |
| "entropy": 0.06367817365098745, | |
| "epoch": 7.808, | |
| "grad_norm": 0.85546875, | |
| "learning_rate": 1.138e-05, | |
| "loss": 0.0367, | |
| "mean_token_accuracy": 0.9902267444878816, | |
| "num_tokens": 162661168.0, | |
| "step": 4880 | |
| }, | |
| { | |
| "entropy": 0.06245433308649808, | |
| "epoch": 7.824, | |
| "grad_norm": 0.63671875, | |
| "learning_rate": 1.1357777777777779e-05, | |
| "loss": 0.0356, | |
| "mean_token_accuracy": 0.9906036704778671, | |
| "num_tokens": 162995603.0, | |
| "step": 4890 | |
| }, | |
| { | |
| "entropy": 0.0599086759146303, | |
| "epoch": 7.84, | |
| "grad_norm": 0.8671875, | |
| "learning_rate": 1.1335555555555558e-05, | |
| "loss": 0.034, | |
| "mean_token_accuracy": 0.990909768268466, | |
| "num_tokens": 163342363.0, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 7.84, | |
| "eval_chemistry_entropy": 0.24625909847021102, | |
| "eval_chemistry_loss": 1.3171546459197998, | |
| "eval_chemistry_mean_token_accuracy": 0.7877407064437866, | |
| "eval_chemistry_num_tokens": 163342363.0, | |
| "eval_chemistry_runtime": 34.7118, | |
| "eval_chemistry_samples_per_second": 14.404, | |
| "eval_chemistry_steps_per_second": 3.601, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 7.84, | |
| "eval_physics_entropy": 0.19048372292518614, | |
| "eval_physics_loss": 1.099347710609436, | |
| "eval_physics_mean_token_accuracy": 0.8234868450164795, | |
| "eval_physics_num_tokens": 163342363.0, | |
| "eval_physics_runtime": 41.3398, | |
| "eval_physics_samples_per_second": 12.095, | |
| "eval_physics_steps_per_second": 3.024, | |
| "step": 4900 | |
| }, | |
| { | |
| "entropy": 0.06133901767898351, | |
| "epoch": 7.856, | |
| "grad_norm": 0.75, | |
| "learning_rate": 1.1313333333333334e-05, | |
| "loss": 0.0351, | |
| "mean_token_accuracy": 0.9907282523810863, | |
| "num_tokens": 163678125.0, | |
| "step": 4910 | |
| }, | |
| { | |
| "entropy": 0.06085761564318091, | |
| "epoch": 7.872, | |
| "grad_norm": 0.94140625, | |
| "learning_rate": 1.1291111111111113e-05, | |
| "loss": 0.0355, | |
| "mean_token_accuracy": 0.9904114957898855, | |
| "num_tokens": 164008552.0, | |
| "step": 4920 | |
| }, | |
| { | |
| "entropy": 0.06117377581540495, | |
| "epoch": 7.888, | |
| "grad_norm": 0.71484375, | |
| "learning_rate": 1.126888888888889e-05, | |
| "loss": 0.035, | |
| "mean_token_accuracy": 0.9905702136456966, | |
| "num_tokens": 164343940.0, | |
| "step": 4930 | |
| }, | |
| { | |
| "entropy": 0.06296905796043575, | |
| "epoch": 7.904, | |
| "grad_norm": 0.75, | |
| "learning_rate": 1.1246666666666669e-05, | |
| "loss": 0.0359, | |
| "mean_token_accuracy": 0.9903348471969367, | |
| "num_tokens": 164669676.0, | |
| "step": 4940 | |
| }, | |
| { | |
| "entropy": 0.06158479375299066, | |
| "epoch": 7.92, | |
| "grad_norm": 0.91015625, | |
| "learning_rate": 1.1224444444444444e-05, | |
| "loss": 0.0356, | |
| "mean_token_accuracy": 0.9904952511191368, | |
| "num_tokens": 165003527.0, | |
| "step": 4950 | |
| }, | |
| { | |
| "entropy": 0.06204054574482143, | |
| "epoch": 7.936, | |
| "grad_norm": 0.77734375, | |
| "learning_rate": 1.1202222222222224e-05, | |
| "loss": 0.0359, | |
| "mean_token_accuracy": 0.9905475355684757, | |
| "num_tokens": 165329882.0, | |
| "step": 4960 | |
| }, | |
| { | |
| "entropy": 0.06273722697515041, | |
| "epoch": 7.952, | |
| "grad_norm": 0.6640625, | |
| "learning_rate": 1.1180000000000001e-05, | |
| "loss": 0.0364, | |
| "mean_token_accuracy": 0.99009695276618, | |
| "num_tokens": 165656028.0, | |
| "step": 4970 | |
| }, | |
| { | |
| "entropy": 0.061676447722129525, | |
| "epoch": 7.968, | |
| "grad_norm": 0.72265625, | |
| "learning_rate": 1.1157777777777779e-05, | |
| "loss": 0.0352, | |
| "mean_token_accuracy": 0.9905911479145288, | |
| "num_tokens": 165996204.0, | |
| "step": 4980 | |
| }, | |
| { | |
| "entropy": 0.06292406492866576, | |
| "epoch": 7.984, | |
| "grad_norm": 0.83203125, | |
| "learning_rate": 1.1135555555555557e-05, | |
| "loss": 0.0368, | |
| "mean_token_accuracy": 0.9901123847812414, | |
| "num_tokens": 166319440.0, | |
| "step": 4990 | |
| }, | |
| { | |
| "entropy": 0.061689905286766586, | |
| "epoch": 8.0, | |
| "grad_norm": 0.84765625, | |
| "learning_rate": 1.1113333333333334e-05, | |
| "loss": 0.0356, | |
| "mean_token_accuracy": 0.9905704878270626, | |
| "num_tokens": 166657184.0, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_chemistry_entropy": 0.24496503752470017, | |
| "eval_chemistry_loss": 1.3180774450302124, | |
| "eval_chemistry_mean_token_accuracy": 0.787153443813324, | |
| "eval_chemistry_num_tokens": 166657184.0, | |
| "eval_chemistry_runtime": 34.7032, | |
| "eval_chemistry_samples_per_second": 14.408, | |
| "eval_chemistry_steps_per_second": 3.602, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_physics_entropy": 0.1892443243265152, | |
| "eval_physics_loss": 1.1011184453964233, | |
| "eval_physics_mean_token_accuracy": 0.8235866379737854, | |
| "eval_physics_num_tokens": 166657184.0, | |
| "eval_physics_runtime": 41.4443, | |
| "eval_physics_samples_per_second": 12.064, | |
| "eval_physics_steps_per_second": 3.016, | |
| "step": 5000 | |
| }, | |
| { | |
| "entropy": 0.05658954493701458, | |
| "epoch": 8.016, | |
| "grad_norm": 0.458984375, | |
| "learning_rate": 1.1091111111111112e-05, | |
| "loss": 0.0306, | |
| "mean_token_accuracy": 0.9916762802749872, | |
| "num_tokens": 166984162.0, | |
| "step": 5010 | |
| }, | |
| { | |
| "entropy": 0.051856494625099, | |
| "epoch": 8.032, | |
| "grad_norm": 0.5234375, | |
| "learning_rate": 1.106888888888889e-05, | |
| "loss": 0.029, | |
| "mean_token_accuracy": 0.9921161111444234, | |
| "num_tokens": 167328157.0, | |
| "step": 5020 | |
| }, | |
| { | |
| "entropy": 0.05294681282248348, | |
| "epoch": 8.048, | |
| "grad_norm": 0.6015625, | |
| "learning_rate": 1.1046666666666667e-05, | |
| "loss": 0.03, | |
| "mean_token_accuracy": 0.9917699113488198, | |
| "num_tokens": 167660520.0, | |
| "step": 5030 | |
| }, | |
| { | |
| "entropy": 0.052667643525637686, | |
| "epoch": 8.064, | |
| "grad_norm": 0.45703125, | |
| "learning_rate": 1.1024444444444445e-05, | |
| "loss": 0.0294, | |
| "mean_token_accuracy": 0.9919691778719425, | |
| "num_tokens": 167998794.0, | |
| "step": 5040 | |
| }, | |
| { | |
| "entropy": 0.0552608639234677, | |
| "epoch": 8.08, | |
| "grad_norm": 0.5, | |
| "learning_rate": 1.1002222222222222e-05, | |
| "loss": 0.0307, | |
| "mean_token_accuracy": 0.9914518911391497, | |
| "num_tokens": 168323234.0, | |
| "step": 5050 | |
| }, | |
| { | |
| "entropy": 0.052295126882381734, | |
| "epoch": 8.096, | |
| "grad_norm": 0.48828125, | |
| "learning_rate": 1.0980000000000002e-05, | |
| "loss": 0.0298, | |
| "mean_token_accuracy": 0.9917847782373428, | |
| "num_tokens": 168656296.0, | |
| "step": 5060 | |
| }, | |
| { | |
| "entropy": 0.05391629205550998, | |
| "epoch": 8.112, | |
| "grad_norm": 0.50390625, | |
| "learning_rate": 1.0957777777777778e-05, | |
| "loss": 0.0299, | |
| "mean_token_accuracy": 0.9919437572360039, | |
| "num_tokens": 168990171.0, | |
| "step": 5070 | |
| }, | |
| { | |
| "entropy": 0.05125883354339748, | |
| "epoch": 8.128, | |
| "grad_norm": 0.45703125, | |
| "learning_rate": 1.0935555555555557e-05, | |
| "loss": 0.029, | |
| "mean_token_accuracy": 0.9921612374484539, | |
| "num_tokens": 169331697.0, | |
| "step": 5080 | |
| }, | |
| { | |
| "entropy": 0.05395408240146935, | |
| "epoch": 8.144, | |
| "grad_norm": 0.5546875, | |
| "learning_rate": 1.0913333333333333e-05, | |
| "loss": 0.0304, | |
| "mean_token_accuracy": 0.9914871077984572, | |
| "num_tokens": 169653974.0, | |
| "step": 5090 | |
| }, | |
| { | |
| "entropy": 0.053103095712140204, | |
| "epoch": 8.16, | |
| "grad_norm": 0.5546875, | |
| "learning_rate": 1.0891111111111112e-05, | |
| "loss": 0.0298, | |
| "mean_token_accuracy": 0.9918887354433537, | |
| "num_tokens": 169988271.0, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 8.16, | |
| "eval_chemistry_entropy": 0.2404644394516945, | |
| "eval_chemistry_loss": 1.3491953611373901, | |
| "eval_chemistry_mean_token_accuracy": 0.7866144371032715, | |
| "eval_chemistry_num_tokens": 169988271.0, | |
| "eval_chemistry_runtime": 34.7372, | |
| "eval_chemistry_samples_per_second": 14.394, | |
| "eval_chemistry_steps_per_second": 3.598, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 8.16, | |
| "eval_physics_entropy": 0.18387471383810045, | |
| "eval_physics_loss": 1.1317907571792603, | |
| "eval_physics_mean_token_accuracy": 0.8234862685203552, | |
| "eval_physics_num_tokens": 169988271.0, | |
| "eval_physics_runtime": 41.33, | |
| "eval_physics_samples_per_second": 12.098, | |
| "eval_physics_steps_per_second": 3.024, | |
| "step": 5100 | |
| }, | |
| { | |
| "entropy": 0.05399836541619152, | |
| "epoch": 8.176, | |
| "grad_norm": 0.69921875, | |
| "learning_rate": 1.0868888888888888e-05, | |
| "loss": 0.0302, | |
| "mean_token_accuracy": 0.9915740687400103, | |
| "num_tokens": 170318532.0, | |
| "step": 5110 | |
| }, | |
| { | |
| "entropy": 0.0519285038812086, | |
| "epoch": 8.192, | |
| "grad_norm": 0.8359375, | |
| "learning_rate": 1.0846666666666667e-05, | |
| "loss": 0.0295, | |
| "mean_token_accuracy": 0.9918641287833452, | |
| "num_tokens": 170654115.0, | |
| "step": 5120 | |
| }, | |
| { | |
| "entropy": 0.05231076295021921, | |
| "epoch": 8.208, | |
| "grad_norm": 0.5859375, | |
| "learning_rate": 1.0824444444444447e-05, | |
| "loss": 0.0297, | |
| "mean_token_accuracy": 0.9916045140475035, | |
| "num_tokens": 170992624.0, | |
| "step": 5130 | |
| }, | |
| { | |
| "entropy": 0.05148919146740809, | |
| "epoch": 8.224, | |
| "grad_norm": 0.54296875, | |
| "learning_rate": 1.0802222222222223e-05, | |
| "loss": 0.0295, | |
| "mean_token_accuracy": 0.9919477555900812, | |
| "num_tokens": 171330400.0, | |
| "step": 5140 | |
| }, | |
| { | |
| "entropy": 0.05204525606241077, | |
| "epoch": 8.24, | |
| "grad_norm": 0.578125, | |
| "learning_rate": 1.0780000000000002e-05, | |
| "loss": 0.0297, | |
| "mean_token_accuracy": 0.9916645113378764, | |
| "num_tokens": 171665654.0, | |
| "step": 5150 | |
| }, | |
| { | |
| "entropy": 0.0524903288576752, | |
| "epoch": 8.256, | |
| "grad_norm": 0.46875, | |
| "learning_rate": 1.0757777777777778e-05, | |
| "loss": 0.03, | |
| "mean_token_accuracy": 0.9917620074003934, | |
| "num_tokens": 171999055.0, | |
| "step": 5160 | |
| }, | |
| { | |
| "entropy": 0.051752155739814044, | |
| "epoch": 8.272, | |
| "grad_norm": 0.56640625, | |
| "learning_rate": 1.0735555555555557e-05, | |
| "loss": 0.0291, | |
| "mean_token_accuracy": 0.9917046301066875, | |
| "num_tokens": 172340397.0, | |
| "step": 5170 | |
| }, | |
| { | |
| "entropy": 0.05228375820443034, | |
| "epoch": 8.288, | |
| "grad_norm": 0.4453125, | |
| "learning_rate": 1.0713333333333333e-05, | |
| "loss": 0.0302, | |
| "mean_token_accuracy": 0.9917192559689283, | |
| "num_tokens": 172669133.0, | |
| "step": 5180 | |
| }, | |
| { | |
| "entropy": 0.05201203734613955, | |
| "epoch": 8.304, | |
| "grad_norm": 0.4921875, | |
| "learning_rate": 1.0691111111111112e-05, | |
| "loss": 0.0296, | |
| "mean_token_accuracy": 0.9918897423893214, | |
| "num_tokens": 173008902.0, | |
| "step": 5190 | |
| }, | |
| { | |
| "entropy": 0.052794103138148786, | |
| "epoch": 8.32, | |
| "grad_norm": 0.52734375, | |
| "learning_rate": 1.0668888888888892e-05, | |
| "loss": 0.0304, | |
| "mean_token_accuracy": 0.9916907247155905, | |
| "num_tokens": 173340185.0, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 8.32, | |
| "eval_chemistry_entropy": 0.2388631991147995, | |
| "eval_chemistry_loss": 1.3544237613677979, | |
| "eval_chemistry_mean_token_accuracy": 0.7868574333190917, | |
| "eval_chemistry_num_tokens": 173340185.0, | |
| "eval_chemistry_runtime": 34.6629, | |
| "eval_chemistry_samples_per_second": 14.425, | |
| "eval_chemistry_steps_per_second": 3.606, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 8.32, | |
| "eval_physics_entropy": 0.18251503622531892, | |
| "eval_physics_loss": 1.1378728151321411, | |
| "eval_physics_mean_token_accuracy": 0.8236250295639038, | |
| "eval_physics_num_tokens": 173340185.0, | |
| "eval_physics_runtime": 41.3432, | |
| "eval_physics_samples_per_second": 12.094, | |
| "eval_physics_steps_per_second": 3.023, | |
| "step": 5200 | |
| }, | |
| { | |
| "entropy": 0.0528043998638168, | |
| "epoch": 8.336, | |
| "grad_norm": 0.53515625, | |
| "learning_rate": 1.0646666666666668e-05, | |
| "loss": 0.0292, | |
| "mean_token_accuracy": 0.9917436767369509, | |
| "num_tokens": 173683875.0, | |
| "step": 5210 | |
| }, | |
| { | |
| "entropy": 0.051676605548709634, | |
| "epoch": 8.352, | |
| "grad_norm": 0.53515625, | |
| "learning_rate": 1.0624444444444447e-05, | |
| "loss": 0.0294, | |
| "mean_token_accuracy": 0.9919365547597409, | |
| "num_tokens": 174024460.0, | |
| "step": 5220 | |
| }, | |
| { | |
| "entropy": 0.053714934166055175, | |
| "epoch": 8.368, | |
| "grad_norm": 0.640625, | |
| "learning_rate": 1.0602222222222223e-05, | |
| "loss": 0.031, | |
| "mean_token_accuracy": 0.9913693454116583, | |
| "num_tokens": 174349489.0, | |
| "step": 5230 | |
| }, | |
| { | |
| "entropy": 0.052696572593413295, | |
| "epoch": 8.384, | |
| "grad_norm": 0.462890625, | |
| "learning_rate": 1.0580000000000002e-05, | |
| "loss": 0.0301, | |
| "mean_token_accuracy": 0.9918276183307171, | |
| "num_tokens": 174682644.0, | |
| "step": 5240 | |
| }, | |
| { | |
| "entropy": 0.05284402418183163, | |
| "epoch": 8.4, | |
| "grad_norm": 0.478515625, | |
| "learning_rate": 1.0557777777777778e-05, | |
| "loss": 0.0298, | |
| "mean_token_accuracy": 0.9916664816439151, | |
| "num_tokens": 175019376.0, | |
| "step": 5250 | |
| }, | |
| { | |
| "entropy": 0.05288535028230399, | |
| "epoch": 8.416, | |
| "grad_norm": 0.57421875, | |
| "learning_rate": 1.0535555555555557e-05, | |
| "loss": 0.0296, | |
| "mean_token_accuracy": 0.9916816521435976, | |
| "num_tokens": 175357102.0, | |
| "step": 5260 | |
| }, | |
| { | |
| "entropy": 0.05305887761060148, | |
| "epoch": 8.432, | |
| "grad_norm": 0.498046875, | |
| "learning_rate": 1.0513333333333333e-05, | |
| "loss": 0.0305, | |
| "mean_token_accuracy": 0.9916395671665669, | |
| "num_tokens": 175687673.0, | |
| "step": 5270 | |
| }, | |
| { | |
| "entropy": 0.0521154714981094, | |
| "epoch": 8.448, | |
| "grad_norm": 0.5390625, | |
| "learning_rate": 1.0491111111111112e-05, | |
| "loss": 0.03, | |
| "mean_token_accuracy": 0.9917172603309155, | |
| "num_tokens": 176023153.0, | |
| "step": 5280 | |
| }, | |
| { | |
| "entropy": 0.053183228278066964, | |
| "epoch": 8.464, | |
| "grad_norm": 0.6015625, | |
| "learning_rate": 1.046888888888889e-05, | |
| "loss": 0.0307, | |
| "mean_token_accuracy": 0.9912721127271652, | |
| "num_tokens": 176353603.0, | |
| "step": 5290 | |
| }, | |
| { | |
| "entropy": 0.05332763209007681, | |
| "epoch": 8.48, | |
| "grad_norm": 0.451171875, | |
| "learning_rate": 1.0446666666666668e-05, | |
| "loss": 0.0303, | |
| "mean_token_accuracy": 0.9914166141301394, | |
| "num_tokens": 176682767.0, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 8.48, | |
| "eval_chemistry_entropy": 0.23878271359205247, | |
| "eval_chemistry_loss": 1.353937029838562, | |
| "eval_chemistry_mean_token_accuracy": 0.786796718120575, | |
| "eval_chemistry_num_tokens": 176682767.0, | |
| "eval_chemistry_runtime": 34.5972, | |
| "eval_chemistry_samples_per_second": 14.452, | |
| "eval_chemistry_steps_per_second": 3.613, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 8.48, | |
| "eval_physics_entropy": 0.18226520359516143, | |
| "eval_physics_loss": 1.1384316682815552, | |
| "eval_physics_mean_token_accuracy": 0.8236245818138123, | |
| "eval_physics_num_tokens": 176682767.0, | |
| "eval_physics_runtime": 41.2286, | |
| "eval_physics_samples_per_second": 12.127, | |
| "eval_physics_steps_per_second": 3.032, | |
| "step": 5300 | |
| }, | |
| { | |
| "entropy": 0.05248126632068306, | |
| "epoch": 8.496, | |
| "grad_norm": 0.86328125, | |
| "learning_rate": 1.0424444444444445e-05, | |
| "loss": 0.0301, | |
| "mean_token_accuracy": 0.9916587069630622, | |
| "num_tokens": 177016406.0, | |
| "step": 5310 | |
| }, | |
| { | |
| "entropy": 0.052710394049063324, | |
| "epoch": 8.512, | |
| "grad_norm": 0.419921875, | |
| "learning_rate": 1.0402222222222223e-05, | |
| "loss": 0.0302, | |
| "mean_token_accuracy": 0.991531053185463, | |
| "num_tokens": 177351834.0, | |
| "step": 5320 | |
| }, | |
| { | |
| "entropy": 0.05350536028854549, | |
| "epoch": 8.528, | |
| "grad_norm": 0.78125, | |
| "learning_rate": 1.038e-05, | |
| "loss": 0.0307, | |
| "mean_token_accuracy": 0.9914602119475603, | |
| "num_tokens": 177681702.0, | |
| "step": 5330 | |
| }, | |
| { | |
| "entropy": 0.05140132904052734, | |
| "epoch": 8.544, | |
| "grad_norm": 0.486328125, | |
| "learning_rate": 1.0357777777777778e-05, | |
| "loss": 0.0294, | |
| "mean_token_accuracy": 0.9917555499821902, | |
| "num_tokens": 178024037.0, | |
| "step": 5340 | |
| }, | |
| { | |
| "entropy": 0.05117007324006408, | |
| "epoch": 8.56, | |
| "grad_norm": 0.484375, | |
| "learning_rate": 1.0335555555555556e-05, | |
| "loss": 0.0293, | |
| "mean_token_accuracy": 0.9919215857982635, | |
| "num_tokens": 178367229.0, | |
| "step": 5350 | |
| }, | |
| { | |
| "entropy": 0.05305402360390872, | |
| "epoch": 8.576, | |
| "grad_norm": 0.58203125, | |
| "learning_rate": 1.0313333333333335e-05, | |
| "loss": 0.0304, | |
| "mean_token_accuracy": 0.9916315987706185, | |
| "num_tokens": 178696766.0, | |
| "step": 5360 | |
| }, | |
| { | |
| "entropy": 0.05206144831608981, | |
| "epoch": 8.592, | |
| "grad_norm": 0.61328125, | |
| "learning_rate": 1.0291111111111111e-05, | |
| "loss": 0.0301, | |
| "mean_token_accuracy": 0.9917347569018602, | |
| "num_tokens": 179032286.0, | |
| "step": 5370 | |
| }, | |
| { | |
| "entropy": 0.05293563305167481, | |
| "epoch": 8.608, | |
| "grad_norm": 0.51953125, | |
| "learning_rate": 1.026888888888889e-05, | |
| "loss": 0.0298, | |
| "mean_token_accuracy": 0.9915457583963871, | |
| "num_tokens": 179368970.0, | |
| "step": 5380 | |
| }, | |
| { | |
| "entropy": 0.05167751736007631, | |
| "epoch": 8.624, | |
| "grad_norm": 0.57421875, | |
| "learning_rate": 1.0246666666666666e-05, | |
| "loss": 0.0298, | |
| "mean_token_accuracy": 0.9917129289358855, | |
| "num_tokens": 179708379.0, | |
| "step": 5390 | |
| }, | |
| { | |
| "entropy": 0.0511523469700478, | |
| "epoch": 8.64, | |
| "grad_norm": 0.46484375, | |
| "learning_rate": 1.0224444444444446e-05, | |
| "loss": 0.0294, | |
| "mean_token_accuracy": 0.9919034983962774, | |
| "num_tokens": 180052267.0, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 8.64, | |
| "eval_chemistry_entropy": 0.23853224849700927, | |
| "eval_chemistry_loss": 1.3539738655090332, | |
| "eval_chemistry_mean_token_accuracy": 0.7867292647361755, | |
| "eval_chemistry_num_tokens": 180052267.0, | |
| "eval_chemistry_runtime": 34.5931, | |
| "eval_chemistry_samples_per_second": 14.454, | |
| "eval_chemistry_steps_per_second": 3.613, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 8.64, | |
| "eval_physics_entropy": 0.18208700734376906, | |
| "eval_physics_loss": 1.1386479139328003, | |
| "eval_physics_mean_token_accuracy": 0.823716799736023, | |
| "eval_physics_num_tokens": 180052267.0, | |
| "eval_physics_runtime": 41.2348, | |
| "eval_physics_samples_per_second": 12.126, | |
| "eval_physics_steps_per_second": 3.031, | |
| "step": 5400 | |
| }, | |
| { | |
| "entropy": 0.05319649162702263, | |
| "epoch": 8.656, | |
| "grad_norm": 0.484375, | |
| "learning_rate": 1.0202222222222221e-05, | |
| "loss": 0.0305, | |
| "mean_token_accuracy": 0.9915910948067903, | |
| "num_tokens": 180384758.0, | |
| "step": 5410 | |
| }, | |
| { | |
| "entropy": 0.05291957095032558, | |
| "epoch": 8.672, | |
| "grad_norm": 0.5546875, | |
| "learning_rate": 1.018e-05, | |
| "loss": 0.0298, | |
| "mean_token_accuracy": 0.9915907006710768, | |
| "num_tokens": 180720042.0, | |
| "step": 5420 | |
| }, | |
| { | |
| "entropy": 0.052251234836876395, | |
| "epoch": 8.688, | |
| "grad_norm": 0.44140625, | |
| "learning_rate": 1.0157777777777777e-05, | |
| "loss": 0.0298, | |
| "mean_token_accuracy": 0.9916108876466752, | |
| "num_tokens": 181056448.0, | |
| "step": 5430 | |
| }, | |
| { | |
| "entropy": 0.053831005631946025, | |
| "epoch": 8.704, | |
| "grad_norm": 0.53125, | |
| "learning_rate": 1.0135555555555556e-05, | |
| "loss": 0.0306, | |
| "mean_token_accuracy": 0.9913984097540378, | |
| "num_tokens": 181385655.0, | |
| "step": 5440 | |
| }, | |
| { | |
| "entropy": 0.056271852529607716, | |
| "epoch": 8.72, | |
| "grad_norm": 0.578125, | |
| "learning_rate": 1.0113333333333335e-05, | |
| "loss": 0.0326, | |
| "mean_token_accuracy": 0.9909847188740969, | |
| "num_tokens": 181693788.0, | |
| "step": 5450 | |
| }, | |
| { | |
| "entropy": 0.05248148359823972, | |
| "epoch": 8.736, | |
| "grad_norm": 0.474609375, | |
| "learning_rate": 1.0091111111111111e-05, | |
| "loss": 0.0302, | |
| "mean_token_accuracy": 0.9916448578238487, | |
| "num_tokens": 182029600.0, | |
| "step": 5460 | |
| }, | |
| { | |
| "entropy": 0.05381674263626337, | |
| "epoch": 8.752, | |
| "grad_norm": 1.8125, | |
| "learning_rate": 1.006888888888889e-05, | |
| "loss": 0.0311, | |
| "mean_token_accuracy": 0.9913179915398359, | |
| "num_tokens": 182364272.0, | |
| "step": 5470 | |
| }, | |
| { | |
| "entropy": 0.05453286885749549, | |
| "epoch": 8.768, | |
| "grad_norm": 0.54296875, | |
| "learning_rate": 1.0046666666666666e-05, | |
| "loss": 0.0315, | |
| "mean_token_accuracy": 0.9912139128893613, | |
| "num_tokens": 182683058.0, | |
| "step": 5480 | |
| }, | |
| { | |
| "entropy": 0.053682068991474804, | |
| "epoch": 8.784, | |
| "grad_norm": 0.50390625, | |
| "learning_rate": 1.0024444444444446e-05, | |
| "loss": 0.0305, | |
| "mean_token_accuracy": 0.9916103724390268, | |
| "num_tokens": 183015151.0, | |
| "step": 5490 | |
| }, | |
| { | |
| "entropy": 0.0537078810390085, | |
| "epoch": 8.8, | |
| "grad_norm": 0.53125, | |
| "learning_rate": 1.0002222222222222e-05, | |
| "loss": 0.0303, | |
| "mean_token_accuracy": 0.9913626555353403, | |
| "num_tokens": 183347615.0, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 8.8, | |
| "eval_chemistry_entropy": 0.23869588297605515, | |
| "eval_chemistry_loss": 1.3565541505813599, | |
| "eval_chemistry_mean_token_accuracy": 0.7877261233329773, | |
| "eval_chemistry_num_tokens": 183347615.0, | |
| "eval_chemistry_runtime": 34.5834, | |
| "eval_chemistry_samples_per_second": 14.458, | |
| "eval_chemistry_steps_per_second": 3.614, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 8.8, | |
| "eval_physics_entropy": 0.18198584145307542, | |
| "eval_physics_loss": 1.1420674324035645, | |
| "eval_physics_mean_token_accuracy": 0.8237350630760193, | |
| "eval_physics_num_tokens": 183347615.0, | |
| "eval_physics_runtime": 40.9614, | |
| "eval_physics_samples_per_second": 12.207, | |
| "eval_physics_steps_per_second": 3.052, | |
| "step": 5500 | |
| }, | |
| { | |
| "entropy": 0.05384293962270022, | |
| "epoch": 8.816, | |
| "grad_norm": 0.4765625, | |
| "learning_rate": 9.980000000000001e-06, | |
| "loss": 0.0312, | |
| "mean_token_accuracy": 0.9912165228277445, | |
| "num_tokens": 183672390.0, | |
| "step": 5510 | |
| }, | |
| { | |
| "entropy": 0.0520067551638931, | |
| "epoch": 8.832, | |
| "grad_norm": 0.416015625, | |
| "learning_rate": 9.957777777777779e-06, | |
| "loss": 0.0302, | |
| "mean_token_accuracy": 0.9915386583656073, | |
| "num_tokens": 184006898.0, | |
| "step": 5520 | |
| }, | |
| { | |
| "entropy": 0.05241824253462255, | |
| "epoch": 8.848, | |
| "grad_norm": 0.490234375, | |
| "learning_rate": 9.935555555555556e-06, | |
| "loss": 0.0304, | |
| "mean_token_accuracy": 0.9914692666381597, | |
| "num_tokens": 184339825.0, | |
| "step": 5530 | |
| }, | |
| { | |
| "entropy": 0.052429745125118644, | |
| "epoch": 8.864, | |
| "grad_norm": 0.439453125, | |
| "learning_rate": 9.913333333333334e-06, | |
| "loss": 0.0305, | |
| "mean_token_accuracy": 0.991571880504489, | |
| "num_tokens": 184672114.0, | |
| "step": 5540 | |
| }, | |
| { | |
| "entropy": 0.05228077264036983, | |
| "epoch": 8.88, | |
| "grad_norm": 0.45703125, | |
| "learning_rate": 9.891111111111113e-06, | |
| "loss": 0.0298, | |
| "mean_token_accuracy": 0.9916410472244024, | |
| "num_tokens": 185011915.0, | |
| "step": 5550 | |
| }, | |
| { | |
| "entropy": 0.05289017081959173, | |
| "epoch": 8.896, | |
| "grad_norm": 0.62890625, | |
| "learning_rate": 9.86888888888889e-06, | |
| "loss": 0.0306, | |
| "mean_token_accuracy": 0.9916071906685829, | |
| "num_tokens": 185341169.0, | |
| "step": 5560 | |
| }, | |
| { | |
| "entropy": 0.052123815612867476, | |
| "epoch": 8.912, | |
| "grad_norm": 0.462890625, | |
| "learning_rate": 9.846666666666668e-06, | |
| "loss": 0.0309, | |
| "mean_token_accuracy": 0.9914463710039854, | |
| "num_tokens": 185671338.0, | |
| "step": 5570 | |
| }, | |
| { | |
| "entropy": 0.053904051275458185, | |
| "epoch": 8.928, | |
| "grad_norm": 0.51953125, | |
| "learning_rate": 9.824444444444446e-06, | |
| "loss": 0.0311, | |
| "mean_token_accuracy": 0.9912458606064319, | |
| "num_tokens": 185998244.0, | |
| "step": 5580 | |
| }, | |
| { | |
| "entropy": 0.05394856226630509, | |
| "epoch": 8.943999999999999, | |
| "grad_norm": 0.8828125, | |
| "learning_rate": 9.802222222222224e-06, | |
| "loss": 0.0312, | |
| "mean_token_accuracy": 0.9912892255932093, | |
| "num_tokens": 186329294.0, | |
| "step": 5590 | |
| }, | |
| { | |
| "entropy": 0.0512017457280308, | |
| "epoch": 8.96, | |
| "grad_norm": 0.470703125, | |
| "learning_rate": 9.780000000000001e-06, | |
| "loss": 0.0298, | |
| "mean_token_accuracy": 0.991724006086588, | |
| "num_tokens": 186668349.0, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 8.96, | |
| "eval_chemistry_entropy": 0.23852831137180328, | |
| "eval_chemistry_loss": 1.356632113456726, | |
| "eval_chemistry_mean_token_accuracy": 0.7870347862243652, | |
| "eval_chemistry_num_tokens": 186668349.0, | |
| "eval_chemistry_runtime": 34.6058, | |
| "eval_chemistry_samples_per_second": 14.448, | |
| "eval_chemistry_steps_per_second": 3.612, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 8.96, | |
| "eval_physics_entropy": 0.1819812126159668, | |
| "eval_physics_loss": 1.141103982925415, | |
| "eval_physics_mean_token_accuracy": 0.8235724921226502, | |
| "eval_physics_num_tokens": 186668349.0, | |
| "eval_physics_runtime": 41.2233, | |
| "eval_physics_samples_per_second": 12.129, | |
| "eval_physics_steps_per_second": 3.032, | |
| "step": 5600 | |
| }, | |
| { | |
| "entropy": 0.053236753307282926, | |
| "epoch": 8.975999999999999, | |
| "grad_norm": 0.5625, | |
| "learning_rate": 9.757777777777779e-06, | |
| "loss": 0.0307, | |
| "mean_token_accuracy": 0.9913825329393149, | |
| "num_tokens": 187004547.0, | |
| "step": 5610 | |
| }, | |
| { | |
| "entropy": 0.053915074467658995, | |
| "epoch": 8.992, | |
| "grad_norm": 0.435546875, | |
| "learning_rate": 9.735555555555556e-06, | |
| "loss": 0.0311, | |
| "mean_token_accuracy": 0.9912134103477002, | |
| "num_tokens": 187329380.0, | |
| "step": 5620 | |
| }, | |
| { | |
| "entropy": 0.05150243304669857, | |
| "epoch": 9.008, | |
| "grad_norm": 0.3046875, | |
| "learning_rate": 9.713333333333334e-06, | |
| "loss": 0.0294, | |
| "mean_token_accuracy": 0.9918423641473055, | |
| "num_tokens": 187662920.0, | |
| "step": 5630 | |
| }, | |
| { | |
| "entropy": 0.049462697317358105, | |
| "epoch": 9.024, | |
| "grad_norm": 0.451171875, | |
| "learning_rate": 9.691111111111112e-06, | |
| "loss": 0.0272, | |
| "mean_token_accuracy": 0.9923757087439299, | |
| "num_tokens": 188005792.0, | |
| "step": 5640 | |
| }, | |
| { | |
| "entropy": 0.04971582887228578, | |
| "epoch": 9.04, | |
| "grad_norm": 0.390625, | |
| "learning_rate": 9.66888888888889e-06, | |
| "loss": 0.028, | |
| "mean_token_accuracy": 0.9921501968055964, | |
| "num_tokens": 188339916.0, | |
| "step": 5650 | |
| }, | |
| { | |
| "entropy": 0.047379994322545825, | |
| "epoch": 9.056, | |
| "grad_norm": 0.380859375, | |
| "learning_rate": 9.646666666666667e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9924122154712677, | |
| "num_tokens": 188683490.0, | |
| "step": 5660 | |
| }, | |
| { | |
| "entropy": 0.048656794452108444, | |
| "epoch": 9.072, | |
| "grad_norm": 0.41796875, | |
| "learning_rate": 9.624444444444445e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9923512354493141, | |
| "num_tokens": 189026923.0, | |
| "step": 5670 | |
| }, | |
| { | |
| "entropy": 0.04907445493154228, | |
| "epoch": 9.088, | |
| "grad_norm": 0.57421875, | |
| "learning_rate": 9.602222222222222e-06, | |
| "loss": 0.0278, | |
| "mean_token_accuracy": 0.9921332910656929, | |
| "num_tokens": 189365025.0, | |
| "step": 5680 | |
| }, | |
| { | |
| "entropy": 0.049528668611310424, | |
| "epoch": 9.104, | |
| "grad_norm": 0.419921875, | |
| "learning_rate": 9.58e-06, | |
| "loss": 0.0284, | |
| "mean_token_accuracy": 0.9921406161040067, | |
| "num_tokens": 189692757.0, | |
| "step": 5690 | |
| }, | |
| { | |
| "entropy": 0.049729556345846505, | |
| "epoch": 9.12, | |
| "grad_norm": 0.4140625, | |
| "learning_rate": 9.557777777777777e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9921250183135271, | |
| "num_tokens": 190034454.0, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 9.12, | |
| "eval_chemistry_entropy": 0.23608072745800018, | |
| "eval_chemistry_loss": 1.3717834949493408, | |
| "eval_chemistry_mean_token_accuracy": 0.7867323513031006, | |
| "eval_chemistry_num_tokens": 190034454.0, | |
| "eval_chemistry_runtime": 34.6055, | |
| "eval_chemistry_samples_per_second": 14.449, | |
| "eval_chemistry_steps_per_second": 3.612, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 9.12, | |
| "eval_physics_entropy": 0.17964074355363846, | |
| "eval_physics_loss": 1.1558970212936401, | |
| "eval_physics_mean_token_accuracy": 0.8236214294433594, | |
| "eval_physics_num_tokens": 190034454.0, | |
| "eval_physics_runtime": 41.2472, | |
| "eval_physics_samples_per_second": 12.122, | |
| "eval_physics_steps_per_second": 3.031, | |
| "step": 5700 | |
| }, | |
| { | |
| "entropy": 0.05052087816875428, | |
| "epoch": 9.136, | |
| "grad_norm": 0.37890625, | |
| "learning_rate": 9.535555555555557e-06, | |
| "loss": 0.0286, | |
| "mean_token_accuracy": 0.9919232524931431, | |
| "num_tokens": 190365404.0, | |
| "step": 5710 | |
| }, | |
| { | |
| "entropy": 0.04877695455215871, | |
| "epoch": 9.152, | |
| "grad_norm": 0.375, | |
| "learning_rate": 9.513333333333334e-06, | |
| "loss": 0.0276, | |
| "mean_token_accuracy": 0.9921815037727356, | |
| "num_tokens": 190708172.0, | |
| "step": 5720 | |
| }, | |
| { | |
| "entropy": 0.049999333673622456, | |
| "epoch": 9.168, | |
| "grad_norm": 0.412109375, | |
| "learning_rate": 9.491111111111112e-06, | |
| "loss": 0.0283, | |
| "mean_token_accuracy": 0.9920229602605104, | |
| "num_tokens": 191041730.0, | |
| "step": 5730 | |
| }, | |
| { | |
| "entropy": 0.049637012812308964, | |
| "epoch": 9.184, | |
| "grad_norm": 0.427734375, | |
| "learning_rate": 9.46888888888889e-06, | |
| "loss": 0.0289, | |
| "mean_token_accuracy": 0.9919045221060514, | |
| "num_tokens": 191368269.0, | |
| "step": 5740 | |
| }, | |
| { | |
| "entropy": 0.04960813039215282, | |
| "epoch": 9.2, | |
| "grad_norm": 0.400390625, | |
| "learning_rate": 9.446666666666667e-06, | |
| "loss": 0.0284, | |
| "mean_token_accuracy": 0.9920790564268828, | |
| "num_tokens": 191702437.0, | |
| "step": 5750 | |
| }, | |
| { | |
| "entropy": 0.051444963028188795, | |
| "epoch": 9.216, | |
| "grad_norm": 0.43359375, | |
| "learning_rate": 9.424444444444445e-06, | |
| "loss": 0.029, | |
| "mean_token_accuracy": 0.9917234398424626, | |
| "num_tokens": 192027360.0, | |
| "step": 5760 | |
| }, | |
| { | |
| "entropy": 0.04831572223920375, | |
| "epoch": 9.232, | |
| "grad_norm": 0.400390625, | |
| "learning_rate": 9.402222222222222e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9922237403690815, | |
| "num_tokens": 192374053.0, | |
| "step": 5770 | |
| }, | |
| { | |
| "entropy": 0.04941471564816311, | |
| "epoch": 9.248, | |
| "grad_norm": 0.388671875, | |
| "learning_rate": 9.38e-06, | |
| "loss": 0.0283, | |
| "mean_token_accuracy": 0.9920372307300568, | |
| "num_tokens": 192708001.0, | |
| "step": 5780 | |
| }, | |
| { | |
| "entropy": 0.05107759142993018, | |
| "epoch": 9.264, | |
| "grad_norm": 0.458984375, | |
| "learning_rate": 9.35777777777778e-06, | |
| "loss": 0.0291, | |
| "mean_token_accuracy": 0.9917293023318052, | |
| "num_tokens": 193033414.0, | |
| "step": 5790 | |
| }, | |
| { | |
| "entropy": 0.0500594254815951, | |
| "epoch": 9.28, | |
| "grad_norm": 0.44140625, | |
| "learning_rate": 9.335555555555557e-06, | |
| "loss": 0.0287, | |
| "mean_token_accuracy": 0.9919759843498468, | |
| "num_tokens": 193359971.0, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 9.28, | |
| "eval_chemistry_entropy": 0.235800461769104, | |
| "eval_chemistry_loss": 1.3743587732315063, | |
| "eval_chemistry_mean_token_accuracy": 0.7867599420547485, | |
| "eval_chemistry_num_tokens": 193359971.0, | |
| "eval_chemistry_runtime": 34.7169, | |
| "eval_chemistry_samples_per_second": 14.402, | |
| "eval_chemistry_steps_per_second": 3.601, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 9.28, | |
| "eval_physics_entropy": 0.17898882150650025, | |
| "eval_physics_loss": 1.1594042778015137, | |
| "eval_physics_mean_token_accuracy": 0.8237328319549561, | |
| "eval_physics_num_tokens": 193359971.0, | |
| "eval_physics_runtime": 41.581, | |
| "eval_physics_samples_per_second": 12.025, | |
| "eval_physics_steps_per_second": 3.006, | |
| "step": 5800 | |
| }, | |
| { | |
| "entropy": 0.04959448673762381, | |
| "epoch": 9.296, | |
| "grad_norm": 0.37109375, | |
| "learning_rate": 9.313333333333335e-06, | |
| "loss": 0.0282, | |
| "mean_token_accuracy": 0.9920639682561159, | |
| "num_tokens": 193696382.0, | |
| "step": 5810 | |
| }, | |
| { | |
| "entropy": 0.050598076928872616, | |
| "epoch": 9.312, | |
| "grad_norm": 0.388671875, | |
| "learning_rate": 9.291111111111112e-06, | |
| "loss": 0.0285, | |
| "mean_token_accuracy": 0.991863951832056, | |
| "num_tokens": 194028242.0, | |
| "step": 5820 | |
| }, | |
| { | |
| "entropy": 0.04999363364186138, | |
| "epoch": 9.328, | |
| "grad_norm": 0.419921875, | |
| "learning_rate": 9.26888888888889e-06, | |
| "loss": 0.029, | |
| "mean_token_accuracy": 0.9917803280055523, | |
| "num_tokens": 194354796.0, | |
| "step": 5830 | |
| }, | |
| { | |
| "entropy": 0.0499969640863128, | |
| "epoch": 9.344, | |
| "grad_norm": 0.4609375, | |
| "learning_rate": 9.246666666666667e-06, | |
| "loss": 0.0286, | |
| "mean_token_accuracy": 0.9919028174132108, | |
| "num_tokens": 194685345.0, | |
| "step": 5840 | |
| }, | |
| { | |
| "entropy": 0.05002880855463445, | |
| "epoch": 9.36, | |
| "grad_norm": 0.455078125, | |
| "learning_rate": 9.224444444444445e-06, | |
| "loss": 0.029, | |
| "mean_token_accuracy": 0.9917697183787823, | |
| "num_tokens": 195013073.0, | |
| "step": 5850 | |
| }, | |
| { | |
| "entropy": 0.05089859606232494, | |
| "epoch": 9.376, | |
| "grad_norm": 0.453125, | |
| "learning_rate": 9.202222222222224e-06, | |
| "loss": 0.0291, | |
| "mean_token_accuracy": 0.9918681979179382, | |
| "num_tokens": 195337490.0, | |
| "step": 5860 | |
| }, | |
| { | |
| "entropy": 0.0501430586562492, | |
| "epoch": 9.392, | |
| "grad_norm": 0.3671875, | |
| "learning_rate": 9.180000000000002e-06, | |
| "loss": 0.0286, | |
| "mean_token_accuracy": 0.9919176645576954, | |
| "num_tokens": 195670838.0, | |
| "step": 5870 | |
| }, | |
| { | |
| "entropy": 0.050096994230989365, | |
| "epoch": 9.408, | |
| "grad_norm": 0.435546875, | |
| "learning_rate": 9.15777777777778e-06, | |
| "loss": 0.0286, | |
| "mean_token_accuracy": 0.991869680210948, | |
| "num_tokens": 196003346.0, | |
| "step": 5880 | |
| }, | |
| { | |
| "entropy": 0.0507117866538465, | |
| "epoch": 9.424, | |
| "grad_norm": 0.388671875, | |
| "learning_rate": 9.135555555555557e-06, | |
| "loss": 0.0292, | |
| "mean_token_accuracy": 0.9917945537716151, | |
| "num_tokens": 196329761.0, | |
| "step": 5890 | |
| }, | |
| { | |
| "entropy": 0.05021356453653425, | |
| "epoch": 9.44, | |
| "grad_norm": 0.390625, | |
| "learning_rate": 9.113333333333335e-06, | |
| "loss": 0.0285, | |
| "mean_token_accuracy": 0.9919662341475487, | |
| "num_tokens": 196662622.0, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 9.44, | |
| "eval_chemistry_entropy": 0.2353560220003128, | |
| "eval_chemistry_loss": 1.375707745552063, | |
| "eval_chemistry_mean_token_accuracy": 0.7867635736465454, | |
| "eval_chemistry_num_tokens": 196662622.0, | |
| "eval_chemistry_runtime": 34.683, | |
| "eval_chemistry_samples_per_second": 14.416, | |
| "eval_chemistry_steps_per_second": 3.604, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 9.44, | |
| "eval_physics_entropy": 0.17858504605293274, | |
| "eval_physics_loss": 1.1612944602966309, | |
| "eval_physics_mean_token_accuracy": 0.8237157382965088, | |
| "eval_physics_num_tokens": 196662622.0, | |
| "eval_physics_runtime": 41.4342, | |
| "eval_physics_samples_per_second": 12.067, | |
| "eval_physics_steps_per_second": 3.017, | |
| "step": 5900 | |
| }, | |
| { | |
| "entropy": 0.04900284027680755, | |
| "epoch": 9.456, | |
| "grad_norm": 0.451171875, | |
| "learning_rate": 9.091111111111112e-06, | |
| "loss": 0.0283, | |
| "mean_token_accuracy": 0.9920027501881122, | |
| "num_tokens": 196998557.0, | |
| "step": 5910 | |
| }, | |
| { | |
| "entropy": 0.050040658959187564, | |
| "epoch": 9.472, | |
| "grad_norm": 0.419921875, | |
| "learning_rate": 9.06888888888889e-06, | |
| "loss": 0.0294, | |
| "mean_token_accuracy": 0.9916663836687803, | |
| "num_tokens": 197322082.0, | |
| "step": 5920 | |
| }, | |
| { | |
| "entropy": 0.048204546328634024, | |
| "epoch": 9.488, | |
| "grad_norm": 0.47265625, | |
| "learning_rate": 9.046666666666668e-06, | |
| "loss": 0.0282, | |
| "mean_token_accuracy": 0.9922185614705086, | |
| "num_tokens": 197658039.0, | |
| "step": 5930 | |
| }, | |
| { | |
| "entropy": 0.050434952031355354, | |
| "epoch": 9.504, | |
| "grad_norm": 0.400390625, | |
| "learning_rate": 9.024444444444445e-06, | |
| "loss": 0.0291, | |
| "mean_token_accuracy": 0.9918316569179296, | |
| "num_tokens": 197984085.0, | |
| "step": 5940 | |
| }, | |
| { | |
| "entropy": 0.050668040954042225, | |
| "epoch": 9.52, | |
| "grad_norm": 0.4296875, | |
| "learning_rate": 9.002222222222223e-06, | |
| "loss": 0.0289, | |
| "mean_token_accuracy": 0.9917506299912929, | |
| "num_tokens": 198315173.0, | |
| "step": 5950 | |
| }, | |
| { | |
| "entropy": 0.049574420391581955, | |
| "epoch": 9.536, | |
| "grad_norm": 0.380859375, | |
| "learning_rate": 8.98e-06, | |
| "loss": 0.0287, | |
| "mean_token_accuracy": 0.9918869096785784, | |
| "num_tokens": 198646459.0, | |
| "step": 5960 | |
| }, | |
| { | |
| "entropy": 0.04931255161063745, | |
| "epoch": 9.552, | |
| "grad_norm": 0.3828125, | |
| "learning_rate": 8.957777777777778e-06, | |
| "loss": 0.0282, | |
| "mean_token_accuracy": 0.9918757170438767, | |
| "num_tokens": 198985080.0, | |
| "step": 5970 | |
| }, | |
| { | |
| "entropy": 0.051441012998111546, | |
| "epoch": 9.568, | |
| "grad_norm": 0.4453125, | |
| "learning_rate": 8.935555555555556e-06, | |
| "loss": 0.0296, | |
| "mean_token_accuracy": 0.9914629425853491, | |
| "num_tokens": 199306200.0, | |
| "step": 5980 | |
| }, | |
| { | |
| "entropy": 0.04893468508962542, | |
| "epoch": 9.584, | |
| "grad_norm": 0.423828125, | |
| "learning_rate": 8.913333333333333e-06, | |
| "loss": 0.0286, | |
| "mean_token_accuracy": 0.991978258267045, | |
| "num_tokens": 199641017.0, | |
| "step": 5990 | |
| }, | |
| { | |
| "entropy": 0.049285993294324724, | |
| "epoch": 9.6, | |
| "grad_norm": 0.439453125, | |
| "learning_rate": 8.891111111111111e-06, | |
| "loss": 0.0282, | |
| "mean_token_accuracy": 0.9919727381318808, | |
| "num_tokens": 199977866.0, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 9.6, | |
| "eval_chemistry_entropy": 0.23499409383535386, | |
| "eval_chemistry_loss": 1.3759660720825195, | |
| "eval_chemistry_mean_token_accuracy": 0.7869590911865234, | |
| "eval_chemistry_num_tokens": 199977866.0, | |
| "eval_chemistry_runtime": 34.7563, | |
| "eval_chemistry_samples_per_second": 14.386, | |
| "eval_chemistry_steps_per_second": 3.596, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 9.6, | |
| "eval_physics_entropy": 0.1785295672416687, | |
| "eval_physics_loss": 1.161868691444397, | |
| "eval_physics_mean_token_accuracy": 0.8237499132156372, | |
| "eval_physics_num_tokens": 199977866.0, | |
| "eval_physics_runtime": 41.0689, | |
| "eval_physics_samples_per_second": 12.175, | |
| "eval_physics_steps_per_second": 3.044, | |
| "step": 6000 | |
| }, | |
| { | |
| "entropy": 0.04930304625304416, | |
| "epoch": 9.616, | |
| "grad_norm": 0.4296875, | |
| "learning_rate": 8.868888888888888e-06, | |
| "loss": 0.0285, | |
| "mean_token_accuracy": 0.9919850662350654, | |
| "num_tokens": 200316537.0, | |
| "step": 6010 | |
| }, | |
| { | |
| "entropy": 0.05006378333782777, | |
| "epoch": 9.632, | |
| "grad_norm": 0.42578125, | |
| "learning_rate": 8.846666666666668e-06, | |
| "loss": 0.0284, | |
| "mean_token_accuracy": 0.9918942846357822, | |
| "num_tokens": 200655952.0, | |
| "step": 6020 | |
| }, | |
| { | |
| "entropy": 0.05047245887108147, | |
| "epoch": 9.648, | |
| "grad_norm": 0.373046875, | |
| "learning_rate": 8.824444444444445e-06, | |
| "loss": 0.0292, | |
| "mean_token_accuracy": 0.9916995711624622, | |
| "num_tokens": 200984957.0, | |
| "step": 6030 | |
| }, | |
| { | |
| "entropy": 0.04898955838289112, | |
| "epoch": 9.664, | |
| "grad_norm": 0.431640625, | |
| "learning_rate": 8.802222222222223e-06, | |
| "loss": 0.0287, | |
| "mean_token_accuracy": 0.9919974647462368, | |
| "num_tokens": 201319278.0, | |
| "step": 6040 | |
| }, | |
| { | |
| "entropy": 0.0491935983998701, | |
| "epoch": 9.68, | |
| "grad_norm": 0.427734375, | |
| "learning_rate": 8.78e-06, | |
| "loss": 0.0285, | |
| "mean_token_accuracy": 0.9919443521648645, | |
| "num_tokens": 201655605.0, | |
| "step": 6050 | |
| }, | |
| { | |
| "entropy": 0.05007319065043703, | |
| "epoch": 9.696, | |
| "grad_norm": 0.392578125, | |
| "learning_rate": 8.757777777777778e-06, | |
| "loss": 0.0287, | |
| "mean_token_accuracy": 0.9918694365769625, | |
| "num_tokens": 201989059.0, | |
| "step": 6060 | |
| }, | |
| { | |
| "entropy": 0.050567583518568424, | |
| "epoch": 9.712, | |
| "grad_norm": 0.478515625, | |
| "learning_rate": 8.735555555555556e-06, | |
| "loss": 0.0292, | |
| "mean_token_accuracy": 0.991656395047903, | |
| "num_tokens": 202316614.0, | |
| "step": 6070 | |
| }, | |
| { | |
| "entropy": 0.05005731907440349, | |
| "epoch": 9.728, | |
| "grad_norm": 1.0078125, | |
| "learning_rate": 8.713333333333333e-06, | |
| "loss": 0.0292, | |
| "mean_token_accuracy": 0.9916078060865402, | |
| "num_tokens": 202649913.0, | |
| "step": 6080 | |
| }, | |
| { | |
| "entropy": 0.048602585680782795, | |
| "epoch": 9.744, | |
| "grad_norm": 0.48046875, | |
| "learning_rate": 8.691111111111111e-06, | |
| "loss": 0.0286, | |
| "mean_token_accuracy": 0.9921061486005783, | |
| "num_tokens": 202987761.0, | |
| "step": 6090 | |
| }, | |
| { | |
| "entropy": 0.05005403611576185, | |
| "epoch": 9.76, | |
| "grad_norm": 0.4375, | |
| "learning_rate": 8.66888888888889e-06, | |
| "loss": 0.0292, | |
| "mean_token_accuracy": 0.9917492404580116, | |
| "num_tokens": 203316789.0, | |
| "step": 6100 | |
| }, | |
| { | |
| "epoch": 9.76, | |
| "eval_chemistry_entropy": 0.2352653083205223, | |
| "eval_chemistry_loss": 1.37761652469635, | |
| "eval_chemistry_mean_token_accuracy": 0.7867525358200074, | |
| "eval_chemistry_num_tokens": 203316789.0, | |
| "eval_chemistry_runtime": 35.0028, | |
| "eval_chemistry_samples_per_second": 14.285, | |
| "eval_chemistry_steps_per_second": 3.571, | |
| "step": 6100 | |
| }, | |
| { | |
| "epoch": 9.76, | |
| "eval_physics_entropy": 0.17874816590547563, | |
| "eval_physics_loss": 1.163141131401062, | |
| "eval_physics_mean_token_accuracy": 0.8237716612815857, | |
| "eval_physics_num_tokens": 203316789.0, | |
| "eval_physics_runtime": 41.636, | |
| "eval_physics_samples_per_second": 12.009, | |
| "eval_physics_steps_per_second": 3.002, | |
| "step": 6100 | |
| }, | |
| { | |
| "entropy": 0.04992901057703421, | |
| "epoch": 9.776, | |
| "grad_norm": 0.412109375, | |
| "learning_rate": 8.646666666666668e-06, | |
| "loss": 0.0288, | |
| "mean_token_accuracy": 0.9918312799185515, | |
| "num_tokens": 203651436.0, | |
| "step": 6110 | |
| }, | |
| { | |
| "entropy": 0.04892389699816704, | |
| "epoch": 9.792, | |
| "grad_norm": 0.396484375, | |
| "learning_rate": 8.624444444444446e-06, | |
| "loss": 0.0279, | |
| "mean_token_accuracy": 0.9919425990432501, | |
| "num_tokens": 203994753.0, | |
| "step": 6120 | |
| }, | |
| { | |
| "entropy": 0.05120947604300454, | |
| "epoch": 9.808, | |
| "grad_norm": 0.4453125, | |
| "learning_rate": 8.602222222222223e-06, | |
| "loss": 0.0293, | |
| "mean_token_accuracy": 0.9914714429527521, | |
| "num_tokens": 204321524.0, | |
| "step": 6130 | |
| }, | |
| { | |
| "entropy": 0.04996306181419641, | |
| "epoch": 9.824, | |
| "grad_norm": 0.41015625, | |
| "learning_rate": 8.580000000000001e-06, | |
| "loss": 0.0287, | |
| "mean_token_accuracy": 0.99155597910285, | |
| "num_tokens": 204656255.0, | |
| "step": 6140 | |
| }, | |
| { | |
| "entropy": 0.04921742535661906, | |
| "epoch": 9.84, | |
| "grad_norm": 0.390625, | |
| "learning_rate": 8.557777777777778e-06, | |
| "loss": 0.0285, | |
| "mean_token_accuracy": 0.9919517882168293, | |
| "num_tokens": 204994423.0, | |
| "step": 6150 | |
| }, | |
| { | |
| "entropy": 0.0506559717701748, | |
| "epoch": 9.856, | |
| "grad_norm": 0.40625, | |
| "learning_rate": 8.535555555555556e-06, | |
| "loss": 0.0292, | |
| "mean_token_accuracy": 0.9916590839624405, | |
| "num_tokens": 205324125.0, | |
| "step": 6160 | |
| }, | |
| { | |
| "entropy": 0.05047166268341243, | |
| "epoch": 9.872, | |
| "grad_norm": 0.431640625, | |
| "learning_rate": 8.513333333333335e-06, | |
| "loss": 0.0292, | |
| "mean_token_accuracy": 0.9916647884994745, | |
| "num_tokens": 205652631.0, | |
| "step": 6170 | |
| }, | |
| { | |
| "entropy": 0.05160766703775153, | |
| "epoch": 9.888, | |
| "grad_norm": 0.4609375, | |
| "learning_rate": 8.491111111111113e-06, | |
| "loss": 0.0293, | |
| "mean_token_accuracy": 0.9913864985108376, | |
| "num_tokens": 205981306.0, | |
| "step": 6180 | |
| }, | |
| { | |
| "entropy": 0.049271152459550646, | |
| "epoch": 9.904, | |
| "grad_norm": 0.53125, | |
| "learning_rate": 8.46888888888889e-06, | |
| "loss": 0.0289, | |
| "mean_token_accuracy": 0.9918338861316442, | |
| "num_tokens": 206314946.0, | |
| "step": 6190 | |
| }, | |
| { | |
| "entropy": 0.04907179562142119, | |
| "epoch": 9.92, | |
| "grad_norm": 0.388671875, | |
| "learning_rate": 8.446666666666668e-06, | |
| "loss": 0.0286, | |
| "mean_token_accuracy": 0.9919856276363135, | |
| "num_tokens": 206651819.0, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 9.92, | |
| "eval_chemistry_entropy": 0.23484134083986283, | |
| "eval_chemistry_loss": 1.3781731128692627, | |
| "eval_chemistry_mean_token_accuracy": 0.7877883834838867, | |
| "eval_chemistry_num_tokens": 206651819.0, | |
| "eval_chemistry_runtime": 34.8617, | |
| "eval_chemistry_samples_per_second": 14.342, | |
| "eval_chemistry_steps_per_second": 3.586, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 9.92, | |
| "eval_physics_entropy": 0.17827929562330247, | |
| "eval_physics_loss": 1.1649293899536133, | |
| "eval_physics_mean_token_accuracy": 0.823787766456604, | |
| "eval_physics_num_tokens": 206651819.0, | |
| "eval_physics_runtime": 41.5685, | |
| "eval_physics_samples_per_second": 12.028, | |
| "eval_physics_steps_per_second": 3.007, | |
| "step": 6200 | |
| }, | |
| { | |
| "entropy": 0.05131993019022048, | |
| "epoch": 9.936, | |
| "grad_norm": 0.41796875, | |
| "learning_rate": 8.424444444444446e-06, | |
| "loss": 0.0295, | |
| "mean_token_accuracy": 0.9914973482489586, | |
| "num_tokens": 206978472.0, | |
| "step": 6210 | |
| }, | |
| { | |
| "entropy": 0.05075159383704886, | |
| "epoch": 9.952, | |
| "grad_norm": 0.380859375, | |
| "learning_rate": 8.402222222222223e-06, | |
| "loss": 0.0292, | |
| "mean_token_accuracy": 0.9916805736720562, | |
| "num_tokens": 207309818.0, | |
| "step": 6220 | |
| }, | |
| { | |
| "entropy": 0.050251115555875005, | |
| "epoch": 9.968, | |
| "grad_norm": 0.45703125, | |
| "learning_rate": 8.380000000000001e-06, | |
| "loss": 0.0289, | |
| "mean_token_accuracy": 0.991663160175085, | |
| "num_tokens": 207642686.0, | |
| "step": 6230 | |
| }, | |
| { | |
| "entropy": 0.0490652690641582, | |
| "epoch": 9.984, | |
| "grad_norm": 0.388671875, | |
| "learning_rate": 8.357777777777779e-06, | |
| "loss": 0.0285, | |
| "mean_token_accuracy": 0.9917710069566965, | |
| "num_tokens": 207980319.0, | |
| "step": 6240 | |
| }, | |
| { | |
| "entropy": 0.048726341675501314, | |
| "epoch": 10.0, | |
| "grad_norm": 0.435546875, | |
| "learning_rate": 8.335555555555556e-06, | |
| "loss": 0.0283, | |
| "mean_token_accuracy": 0.9916945673525334, | |
| "num_tokens": 208321480.0, | |
| "step": 6250 | |
| }, | |
| { | |
| "entropy": 0.047574253962375225, | |
| "epoch": 10.016, | |
| "grad_norm": 0.353515625, | |
| "learning_rate": 8.313333333333334e-06, | |
| "loss": 0.0266, | |
| "mean_token_accuracy": 0.9924902655184269, | |
| "num_tokens": 208667473.0, | |
| "step": 6260 | |
| }, | |
| { | |
| "entropy": 0.0487474333611317, | |
| "epoch": 10.032, | |
| "grad_norm": 0.37109375, | |
| "learning_rate": 8.291111111111112e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9922765307128429, | |
| "num_tokens": 209001064.0, | |
| "step": 6270 | |
| }, | |
| { | |
| "entropy": 0.04906477937474847, | |
| "epoch": 10.048, | |
| "grad_norm": 0.37109375, | |
| "learning_rate": 8.268888888888889e-06, | |
| "loss": 0.0279, | |
| "mean_token_accuracy": 0.9921461876481772, | |
| "num_tokens": 209331660.0, | |
| "step": 6280 | |
| }, | |
| { | |
| "entropy": 0.0483110407483764, | |
| "epoch": 10.064, | |
| "grad_norm": 0.345703125, | |
| "learning_rate": 8.246666666666667e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9922177352011203, | |
| "num_tokens": 209662084.0, | |
| "step": 6290 | |
| }, | |
| { | |
| "entropy": 0.04768453579163179, | |
| "epoch": 10.08, | |
| "grad_norm": 0.376953125, | |
| "learning_rate": 8.224444444444444e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9922822460532188, | |
| "num_tokens": 210001077.0, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 10.08, | |
| "eval_chemistry_entropy": 0.23402770352363586, | |
| "eval_chemistry_loss": 1.3871182203292847, | |
| "eval_chemistry_mean_token_accuracy": 0.7865667424201965, | |
| "eval_chemistry_num_tokens": 210001077.0, | |
| "eval_chemistry_runtime": 34.9114, | |
| "eval_chemistry_samples_per_second": 14.322, | |
| "eval_chemistry_steps_per_second": 3.58, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 10.08, | |
| "eval_physics_entropy": 0.17744062381982803, | |
| "eval_physics_loss": 1.1722344160079956, | |
| "eval_physics_mean_token_accuracy": 0.8235944089889526, | |
| "eval_physics_num_tokens": 210001077.0, | |
| "eval_physics_runtime": 41.6047, | |
| "eval_physics_samples_per_second": 12.018, | |
| "eval_physics_steps_per_second": 3.004, | |
| "step": 6300 | |
| }, | |
| { | |
| "entropy": 0.048164489946793766, | |
| "epoch": 10.096, | |
| "grad_norm": 0.404296875, | |
| "learning_rate": 8.202222222222222e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9921187374740839, | |
| "num_tokens": 210341102.0, | |
| "step": 6310 | |
| }, | |
| { | |
| "entropy": 0.04952049327548593, | |
| "epoch": 10.112, | |
| "grad_norm": 0.400390625, | |
| "learning_rate": 8.18e-06, | |
| "loss": 0.028, | |
| "mean_token_accuracy": 0.9920637808740139, | |
| "num_tokens": 210667631.0, | |
| "step": 6320 | |
| }, | |
| { | |
| "entropy": 0.048261914739850906, | |
| "epoch": 10.128, | |
| "grad_norm": 0.373046875, | |
| "learning_rate": 8.157777777777779e-06, | |
| "loss": 0.0278, | |
| "mean_token_accuracy": 0.9921109657734632, | |
| "num_tokens": 210998457.0, | |
| "step": 6330 | |
| }, | |
| { | |
| "entropy": 0.046670902927871794, | |
| "epoch": 10.144, | |
| "grad_norm": 0.439453125, | |
| "learning_rate": 8.135555555555557e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9923853676766157, | |
| "num_tokens": 211338733.0, | |
| "step": 6340 | |
| }, | |
| { | |
| "entropy": 0.048213460179977116, | |
| "epoch": 10.16, | |
| "grad_norm": 0.41796875, | |
| "learning_rate": 8.113333333333334e-06, | |
| "loss": 0.0275, | |
| "mean_token_accuracy": 0.9921022199094296, | |
| "num_tokens": 211674161.0, | |
| "step": 6350 | |
| }, | |
| { | |
| "entropy": 0.04750183164142072, | |
| "epoch": 10.176, | |
| "grad_norm": 0.39453125, | |
| "learning_rate": 8.091111111111112e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9922580599784852, | |
| "num_tokens": 212011147.0, | |
| "step": 6360 | |
| }, | |
| { | |
| "entropy": 0.048013800324406476, | |
| "epoch": 10.192, | |
| "grad_norm": 0.408203125, | |
| "learning_rate": 8.06888888888889e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9921882249414921, | |
| "num_tokens": 212344991.0, | |
| "step": 6370 | |
| }, | |
| { | |
| "entropy": 0.04942237173672766, | |
| "epoch": 10.208, | |
| "grad_norm": 0.423828125, | |
| "learning_rate": 8.046666666666667e-06, | |
| "loss": 0.0284, | |
| "mean_token_accuracy": 0.9919225871562958, | |
| "num_tokens": 212668941.0, | |
| "step": 6380 | |
| }, | |
| { | |
| "entropy": 0.04757546194596216, | |
| "epoch": 10.224, | |
| "grad_norm": 0.388671875, | |
| "learning_rate": 8.024444444444445e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9922715984284878, | |
| "num_tokens": 213008608.0, | |
| "step": 6390 | |
| }, | |
| { | |
| "entropy": 0.04933032592525706, | |
| "epoch": 10.24, | |
| "grad_norm": 0.41015625, | |
| "learning_rate": 8.002222222222222e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9919833671301603, | |
| "num_tokens": 213342593.0, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 10.24, | |
| "eval_chemistry_entropy": 0.23305599641799926, | |
| "eval_chemistry_loss": 1.3876862525939941, | |
| "eval_chemistry_mean_token_accuracy": 0.786642315864563, | |
| "eval_chemistry_num_tokens": 213342593.0, | |
| "eval_chemistry_runtime": 34.9006, | |
| "eval_chemistry_samples_per_second": 14.326, | |
| "eval_chemistry_steps_per_second": 3.582, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 10.24, | |
| "eval_physics_entropy": 0.17650638908147812, | |
| "eval_physics_loss": 1.1735656261444092, | |
| "eval_physics_mean_token_accuracy": 0.823695821762085, | |
| "eval_physics_num_tokens": 213342593.0, | |
| "eval_physics_runtime": 41.554, | |
| "eval_physics_samples_per_second": 12.033, | |
| "eval_physics_steps_per_second": 3.008, | |
| "step": 6400 | |
| }, | |
| { | |
| "entropy": 0.04932310256408527, | |
| "epoch": 10.256, | |
| "grad_norm": 0.392578125, | |
| "learning_rate": 7.980000000000002e-06, | |
| "loss": 0.0284, | |
| "mean_token_accuracy": 0.9918336506932974, | |
| "num_tokens": 213669887.0, | |
| "step": 6410 | |
| }, | |
| { | |
| "entropy": 0.04859801979037002, | |
| "epoch": 10.272, | |
| "grad_norm": 0.43359375, | |
| "learning_rate": 7.957777777777779e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9920740131288767, | |
| "num_tokens": 214005303.0, | |
| "step": 6420 | |
| }, | |
| { | |
| "entropy": 0.047787131369113924, | |
| "epoch": 10.288, | |
| "grad_norm": 0.375, | |
| "learning_rate": 7.935555555555557e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9920490551739931, | |
| "num_tokens": 214340621.0, | |
| "step": 6430 | |
| }, | |
| { | |
| "entropy": 0.048124253132846205, | |
| "epoch": 10.304, | |
| "grad_norm": 0.365234375, | |
| "learning_rate": 7.913333333333334e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.992217680066824, | |
| "num_tokens": 214676174.0, | |
| "step": 6440 | |
| }, | |
| { | |
| "entropy": 0.049201241170521826, | |
| "epoch": 10.32, | |
| "grad_norm": 0.47265625, | |
| "learning_rate": 7.891111111111112e-06, | |
| "loss": 0.0283, | |
| "mean_token_accuracy": 0.9918848153203725, | |
| "num_tokens": 215002769.0, | |
| "step": 6450 | |
| }, | |
| { | |
| "entropy": 0.048331574397161604, | |
| "epoch": 10.336, | |
| "grad_norm": 0.41796875, | |
| "learning_rate": 7.86888888888889e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9921278230845928, | |
| "num_tokens": 215342450.0, | |
| "step": 6460 | |
| }, | |
| { | |
| "entropy": 0.05043000646401197, | |
| "epoch": 10.352, | |
| "grad_norm": 0.416015625, | |
| "learning_rate": 7.846666666666667e-06, | |
| "loss": 0.0287, | |
| "mean_token_accuracy": 0.9915751740336418, | |
| "num_tokens": 215667454.0, | |
| "step": 6470 | |
| }, | |
| { | |
| "entropy": 0.047733783698640765, | |
| "epoch": 10.368, | |
| "grad_norm": 0.375, | |
| "learning_rate": 7.824444444444445e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9920804053544998, | |
| "num_tokens": 216001463.0, | |
| "step": 6480 | |
| }, | |
| { | |
| "entropy": 0.04685619664378464, | |
| "epoch": 10.384, | |
| "grad_norm": 0.408203125, | |
| "learning_rate": 7.802222222222222e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9921970557421446, | |
| "num_tokens": 216345486.0, | |
| "step": 6490 | |
| }, | |
| { | |
| "entropy": 0.04740955668967217, | |
| "epoch": 10.4, | |
| "grad_norm": 0.5, | |
| "learning_rate": 7.78e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9923183683305978, | |
| "num_tokens": 216684431.0, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 10.4, | |
| "eval_chemistry_entropy": 0.23370064491033554, | |
| "eval_chemistry_loss": 1.3870038986206055, | |
| "eval_chemistry_mean_token_accuracy": 0.786834554195404, | |
| "eval_chemistry_num_tokens": 216684431.0, | |
| "eval_chemistry_runtime": 34.8044, | |
| "eval_chemistry_samples_per_second": 14.366, | |
| "eval_chemistry_steps_per_second": 3.591, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 10.4, | |
| "eval_physics_entropy": 0.1771286502480507, | |
| "eval_physics_loss": 1.1730924844741821, | |
| "eval_physics_mean_token_accuracy": 0.8238932604789734, | |
| "eval_physics_num_tokens": 216684431.0, | |
| "eval_physics_runtime": 41.1341, | |
| "eval_physics_samples_per_second": 12.155, | |
| "eval_physics_steps_per_second": 3.039, | |
| "step": 6500 | |
| }, | |
| { | |
| "entropy": 0.04747484175022691, | |
| "epoch": 10.416, | |
| "grad_norm": 0.421875, | |
| "learning_rate": 7.75777777777778e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9921270228922368, | |
| "num_tokens": 217028320.0, | |
| "step": 6510 | |
| }, | |
| { | |
| "entropy": 0.04852663362398744, | |
| "epoch": 10.432, | |
| "grad_norm": 0.416015625, | |
| "learning_rate": 7.735555555555557e-06, | |
| "loss": 0.028, | |
| "mean_token_accuracy": 0.9919953543692828, | |
| "num_tokens": 217360886.0, | |
| "step": 6520 | |
| }, | |
| { | |
| "entropy": 0.04761390700004995, | |
| "epoch": 10.448, | |
| "grad_norm": 0.40234375, | |
| "learning_rate": 7.713333333333335e-06, | |
| "loss": 0.0276, | |
| "mean_token_accuracy": 0.9922554593533277, | |
| "num_tokens": 217700465.0, | |
| "step": 6530 | |
| }, | |
| { | |
| "entropy": 0.049304455507081, | |
| "epoch": 10.464, | |
| "grad_norm": 0.451171875, | |
| "learning_rate": 7.691111111111112e-06, | |
| "loss": 0.0284, | |
| "mean_token_accuracy": 0.9919312756508589, | |
| "num_tokens": 218028690.0, | |
| "step": 6540 | |
| }, | |
| { | |
| "entropy": 0.05015104198828339, | |
| "epoch": 10.48, | |
| "grad_norm": 0.416015625, | |
| "learning_rate": 7.66888888888889e-06, | |
| "loss": 0.029, | |
| "mean_token_accuracy": 0.9918051160871982, | |
| "num_tokens": 218351668.0, | |
| "step": 6550 | |
| }, | |
| { | |
| "entropy": 0.04980442795203999, | |
| "epoch": 10.496, | |
| "grad_norm": 0.4375, | |
| "learning_rate": 7.646666666666667e-06, | |
| "loss": 0.0285, | |
| "mean_token_accuracy": 0.9916744876652956, | |
| "num_tokens": 218678029.0, | |
| "step": 6560 | |
| }, | |
| { | |
| "entropy": 0.04762532782042399, | |
| "epoch": 10.512, | |
| "grad_norm": 0.380859375, | |
| "learning_rate": 7.624444444444445e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9920876882970333, | |
| "num_tokens": 219018839.0, | |
| "step": 6570 | |
| }, | |
| { | |
| "entropy": 0.047857774724252525, | |
| "epoch": 10.528, | |
| "grad_norm": 0.439453125, | |
| "learning_rate": 7.602222222222223e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9920621104538441, | |
| "num_tokens": 219356804.0, | |
| "step": 6580 | |
| }, | |
| { | |
| "entropy": 0.0484519615303725, | |
| "epoch": 10.544, | |
| "grad_norm": 0.3984375, | |
| "learning_rate": 7.58e-06, | |
| "loss": 0.0282, | |
| "mean_token_accuracy": 0.9919655386358499, | |
| "num_tokens": 219688905.0, | |
| "step": 6590 | |
| }, | |
| { | |
| "entropy": 0.048742625454906374, | |
| "epoch": 10.56, | |
| "grad_norm": 0.423828125, | |
| "learning_rate": 7.557777777777779e-06, | |
| "loss": 0.0285, | |
| "mean_token_accuracy": 0.9917002696543932, | |
| "num_tokens": 220015274.0, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 10.56, | |
| "eval_chemistry_entropy": 0.23333027350902558, | |
| "eval_chemistry_loss": 1.3877805471420288, | |
| "eval_chemistry_mean_token_accuracy": 0.7868291339874267, | |
| "eval_chemistry_num_tokens": 220015274.0, | |
| "eval_chemistry_runtime": 34.8436, | |
| "eval_chemistry_samples_per_second": 14.35, | |
| "eval_chemistry_steps_per_second": 3.587, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 10.56, | |
| "eval_physics_entropy": 0.17668923830986022, | |
| "eval_physics_loss": 1.17435622215271, | |
| "eval_physics_mean_token_accuracy": 0.8237164525985717, | |
| "eval_physics_num_tokens": 220015274.0, | |
| "eval_physics_runtime": 41.4197, | |
| "eval_physics_samples_per_second": 12.072, | |
| "eval_physics_steps_per_second": 3.018, | |
| "step": 6600 | |
| }, | |
| { | |
| "entropy": 0.04757428133161738, | |
| "epoch": 10.576, | |
| "grad_norm": 0.400390625, | |
| "learning_rate": 7.535555555555556e-06, | |
| "loss": 0.0276, | |
| "mean_token_accuracy": 0.9922905944287777, | |
| "num_tokens": 220359247.0, | |
| "step": 6610 | |
| }, | |
| { | |
| "entropy": 0.04917768740560859, | |
| "epoch": 10.592, | |
| "grad_norm": 0.37109375, | |
| "learning_rate": 7.513333333333334e-06, | |
| "loss": 0.0286, | |
| "mean_token_accuracy": 0.9916475094854832, | |
| "num_tokens": 220685397.0, | |
| "step": 6620 | |
| }, | |
| { | |
| "entropy": 0.04764970927499235, | |
| "epoch": 10.608, | |
| "grad_norm": 0.39453125, | |
| "learning_rate": 7.4911111111111116e-06, | |
| "loss": 0.0278, | |
| "mean_token_accuracy": 0.992089631780982, | |
| "num_tokens": 221023357.0, | |
| "step": 6630 | |
| }, | |
| { | |
| "entropy": 0.05037611761363223, | |
| "epoch": 10.624, | |
| "grad_norm": 0.45703125, | |
| "learning_rate": 7.46888888888889e-06, | |
| "loss": 0.0285, | |
| "mean_token_accuracy": 0.9917111974209547, | |
| "num_tokens": 221353123.0, | |
| "step": 6640 | |
| }, | |
| { | |
| "entropy": 0.04916413738392293, | |
| "epoch": 10.64, | |
| "grad_norm": 0.435546875, | |
| "learning_rate": 7.446666666666668e-06, | |
| "loss": 0.0287, | |
| "mean_token_accuracy": 0.9917195219546556, | |
| "num_tokens": 221679310.0, | |
| "step": 6650 | |
| }, | |
| { | |
| "entropy": 0.0491714600357227, | |
| "epoch": 10.656, | |
| "grad_norm": 0.435546875, | |
| "learning_rate": 7.424444444444445e-06, | |
| "loss": 0.0285, | |
| "mean_token_accuracy": 0.991625689715147, | |
| "num_tokens": 222010042.0, | |
| "step": 6660 | |
| }, | |
| { | |
| "entropy": 0.04928614452946931, | |
| "epoch": 10.672, | |
| "grad_norm": 0.44140625, | |
| "learning_rate": 7.402222222222223e-06, | |
| "loss": 0.0286, | |
| "mean_token_accuracy": 0.9918153759092092, | |
| "num_tokens": 222337940.0, | |
| "step": 6670 | |
| }, | |
| { | |
| "entropy": 0.04848613451467827, | |
| "epoch": 10.688, | |
| "grad_norm": 0.427734375, | |
| "learning_rate": 7.3800000000000005e-06, | |
| "loss": 0.0283, | |
| "mean_token_accuracy": 0.9919930532574653, | |
| "num_tokens": 222670011.0, | |
| "step": 6680 | |
| }, | |
| { | |
| "entropy": 0.049349892209284006, | |
| "epoch": 10.704, | |
| "grad_norm": 0.42578125, | |
| "learning_rate": 7.357777777777778e-06, | |
| "loss": 0.0291, | |
| "mean_token_accuracy": 0.9917138006538153, | |
| "num_tokens": 222992837.0, | |
| "step": 6690 | |
| }, | |
| { | |
| "entropy": 0.049544220021925864, | |
| "epoch": 10.72, | |
| "grad_norm": 0.412109375, | |
| "learning_rate": 7.335555555555556e-06, | |
| "loss": 0.0283, | |
| "mean_token_accuracy": 0.9916808977723122, | |
| "num_tokens": 223325310.0, | |
| "step": 6700 | |
| }, | |
| { | |
| "epoch": 10.72, | |
| "eval_chemistry_entropy": 0.2328893860578537, | |
| "eval_chemistry_loss": 1.3881638050079346, | |
| "eval_chemistry_mean_token_accuracy": 0.7868953666687012, | |
| "eval_chemistry_num_tokens": 223325310.0, | |
| "eval_chemistry_runtime": 34.7896, | |
| "eval_chemistry_samples_per_second": 14.372, | |
| "eval_chemistry_steps_per_second": 3.593, | |
| "step": 6700 | |
| }, | |
| { | |
| "epoch": 10.72, | |
| "eval_physics_entropy": 0.1761813908815384, | |
| "eval_physics_loss": 1.1754546165466309, | |
| "eval_physics_mean_token_accuracy": 0.8236912369728089, | |
| "eval_physics_num_tokens": 223325310.0, | |
| "eval_physics_runtime": 41.4124, | |
| "eval_physics_samples_per_second": 12.074, | |
| "eval_physics_steps_per_second": 3.018, | |
| "step": 6700 | |
| }, | |
| { | |
| "entropy": 0.04828044916503131, | |
| "epoch": 10.736, | |
| "grad_norm": 0.408203125, | |
| "learning_rate": 7.313333333333333e-06, | |
| "loss": 0.0281, | |
| "mean_token_accuracy": 0.991859270632267, | |
| "num_tokens": 223659912.0, | |
| "step": 6710 | |
| }, | |
| { | |
| "entropy": 0.04862959766760468, | |
| "epoch": 10.752, | |
| "grad_norm": 0.39453125, | |
| "learning_rate": 7.291111111111112e-06, | |
| "loss": 0.028, | |
| "mean_token_accuracy": 0.9918654780834913, | |
| "num_tokens": 223993306.0, | |
| "step": 6720 | |
| }, | |
| { | |
| "entropy": 0.04931755895959213, | |
| "epoch": 10.768, | |
| "grad_norm": 0.4453125, | |
| "learning_rate": 7.268888888888889e-06, | |
| "loss": 0.0285, | |
| "mean_token_accuracy": 0.9917810220271349, | |
| "num_tokens": 224321417.0, | |
| "step": 6730 | |
| }, | |
| { | |
| "entropy": 0.04935128873912618, | |
| "epoch": 10.784, | |
| "grad_norm": 0.404296875, | |
| "learning_rate": 7.246666666666667e-06, | |
| "loss": 0.0286, | |
| "mean_token_accuracy": 0.9917261451482773, | |
| "num_tokens": 224648496.0, | |
| "step": 6740 | |
| }, | |
| { | |
| "entropy": 0.0497755874064751, | |
| "epoch": 10.8, | |
| "grad_norm": 0.458984375, | |
| "learning_rate": 7.224444444444445e-06, | |
| "loss": 0.0289, | |
| "mean_token_accuracy": 0.9916196443140507, | |
| "num_tokens": 224972337.0, | |
| "step": 6750 | |
| }, | |
| { | |
| "entropy": 0.04919935124926269, | |
| "epoch": 10.816, | |
| "grad_norm": 0.375, | |
| "learning_rate": 7.202222222222222e-06, | |
| "loss": 0.0282, | |
| "mean_token_accuracy": 0.9917631778866053, | |
| "num_tokens": 225305583.0, | |
| "step": 6760 | |
| }, | |
| { | |
| "entropy": 0.0485584985348396, | |
| "epoch": 10.832, | |
| "grad_norm": 0.408203125, | |
| "learning_rate": 7.180000000000001e-06, | |
| "loss": 0.0287, | |
| "mean_token_accuracy": 0.991681256890297, | |
| "num_tokens": 225631725.0, | |
| "step": 6770 | |
| }, | |
| { | |
| "entropy": 0.04775191367371008, | |
| "epoch": 10.848, | |
| "grad_norm": 0.376953125, | |
| "learning_rate": 7.157777777777778e-06, | |
| "loss": 0.0276, | |
| "mean_token_accuracy": 0.9920791570097208, | |
| "num_tokens": 225973253.0, | |
| "step": 6780 | |
| }, | |
| { | |
| "entropy": 0.04784941094694659, | |
| "epoch": 10.864, | |
| "grad_norm": 0.38671875, | |
| "learning_rate": 7.135555555555557e-06, | |
| "loss": 0.0278, | |
| "mean_token_accuracy": 0.9919260185211897, | |
| "num_tokens": 226311456.0, | |
| "step": 6790 | |
| }, | |
| { | |
| "entropy": 0.04948324863798916, | |
| "epoch": 10.88, | |
| "grad_norm": 0.40625, | |
| "learning_rate": 7.113333333333334e-06, | |
| "loss": 0.0288, | |
| "mean_token_accuracy": 0.9917005077004433, | |
| "num_tokens": 226639744.0, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 10.88, | |
| "eval_chemistry_entropy": 0.23311283946037292, | |
| "eval_chemistry_loss": 1.3892673254013062, | |
| "eval_chemistry_mean_token_accuracy": 0.7867928977012635, | |
| "eval_chemistry_num_tokens": 226639744.0, | |
| "eval_chemistry_runtime": 34.8636, | |
| "eval_chemistry_samples_per_second": 14.342, | |
| "eval_chemistry_steps_per_second": 3.585, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 10.88, | |
| "eval_physics_entropy": 0.17646411782503127, | |
| "eval_physics_loss": 1.1763180494308472, | |
| "eval_physics_mean_token_accuracy": 0.8237738695144653, | |
| "eval_physics_num_tokens": 226639744.0, | |
| "eval_physics_runtime": 41.4971, | |
| "eval_physics_samples_per_second": 12.049, | |
| "eval_physics_steps_per_second": 3.012, | |
| "step": 6800 | |
| }, | |
| { | |
| "entropy": 0.048017301899380985, | |
| "epoch": 10.896, | |
| "grad_norm": 0.3984375, | |
| "learning_rate": 7.091111111111112e-06, | |
| "loss": 0.0281, | |
| "mean_token_accuracy": 0.991930341348052, | |
| "num_tokens": 226974690.0, | |
| "step": 6810 | |
| }, | |
| { | |
| "entropy": 0.04839458940550685, | |
| "epoch": 10.912, | |
| "grad_norm": 0.46875, | |
| "learning_rate": 7.06888888888889e-06, | |
| "loss": 0.0276, | |
| "mean_token_accuracy": 0.9919111553579569, | |
| "num_tokens": 227315806.0, | |
| "step": 6820 | |
| }, | |
| { | |
| "entropy": 0.04956060533877462, | |
| "epoch": 10.928, | |
| "grad_norm": 0.3671875, | |
| "learning_rate": 7.046666666666667e-06, | |
| "loss": 0.0292, | |
| "mean_token_accuracy": 0.991617638990283, | |
| "num_tokens": 227639280.0, | |
| "step": 6830 | |
| }, | |
| { | |
| "entropy": 0.04979866745416075, | |
| "epoch": 10.943999999999999, | |
| "grad_norm": 0.447265625, | |
| "learning_rate": 7.024444444444445e-06, | |
| "loss": 0.0288, | |
| "mean_token_accuracy": 0.9917906813323498, | |
| "num_tokens": 227966410.0, | |
| "step": 6840 | |
| }, | |
| { | |
| "entropy": 0.04816381558775902, | |
| "epoch": 10.96, | |
| "grad_norm": 0.39453125, | |
| "learning_rate": 7.0022222222222225e-06, | |
| "loss": 0.028, | |
| "mean_token_accuracy": 0.9919066082686185, | |
| "num_tokens": 228302153.0, | |
| "step": 6850 | |
| }, | |
| { | |
| "entropy": 0.04712158420588821, | |
| "epoch": 10.975999999999999, | |
| "grad_norm": 0.41015625, | |
| "learning_rate": 6.98e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9920823790133, | |
| "num_tokens": 228647179.0, | |
| "step": 6860 | |
| }, | |
| { | |
| "entropy": 0.047671990853268655, | |
| "epoch": 10.992, | |
| "grad_norm": 0.73828125, | |
| "learning_rate": 6.9577777777777785e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9920064345002174, | |
| "num_tokens": 228986231.0, | |
| "step": 6870 | |
| }, | |
| { | |
| "entropy": 0.04898794995388016, | |
| "epoch": 11.008, | |
| "grad_norm": 0.380859375, | |
| "learning_rate": 6.935555555555556e-06, | |
| "loss": 0.0281, | |
| "mean_token_accuracy": 0.9917954411357641, | |
| "num_tokens": 229315234.0, | |
| "step": 6880 | |
| }, | |
| { | |
| "entropy": 0.04681897725677118, | |
| "epoch": 11.024, | |
| "grad_norm": 0.345703125, | |
| "learning_rate": 6.913333333333334e-06, | |
| "loss": 0.0267, | |
| "mean_token_accuracy": 0.9924691669642925, | |
| "num_tokens": 229653285.0, | |
| "step": 6890 | |
| }, | |
| { | |
| "entropy": 0.04728088501142338, | |
| "epoch": 11.04, | |
| "grad_norm": 0.369140625, | |
| "learning_rate": 6.891111111111111e-06, | |
| "loss": 0.0272, | |
| "mean_token_accuracy": 0.9923715580254793, | |
| "num_tokens": 229988790.0, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 11.04, | |
| "eval_chemistry_entropy": 0.2325030166506767, | |
| "eval_chemistry_loss": 1.3919543027877808, | |
| "eval_chemistry_mean_token_accuracy": 0.7866416792869568, | |
| "eval_chemistry_num_tokens": 229988790.0, | |
| "eval_chemistry_runtime": 34.7521, | |
| "eval_chemistry_samples_per_second": 14.388, | |
| "eval_chemistry_steps_per_second": 3.597, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 11.04, | |
| "eval_physics_entropy": 0.1759334578514099, | |
| "eval_physics_loss": 1.1786656379699707, | |
| "eval_physics_mean_token_accuracy": 0.8236969685554505, | |
| "eval_physics_num_tokens": 229988790.0, | |
| "eval_physics_runtime": 41.4322, | |
| "eval_physics_samples_per_second": 12.068, | |
| "eval_physics_steps_per_second": 3.017, | |
| "step": 6900 | |
| }, | |
| { | |
| "entropy": 0.04765494554303586, | |
| "epoch": 11.056, | |
| "grad_norm": 0.37890625, | |
| "learning_rate": 6.868888888888889e-06, | |
| "loss": 0.0275, | |
| "mean_token_accuracy": 0.9922619007527829, | |
| "num_tokens": 230319178.0, | |
| "step": 6910 | |
| }, | |
| { | |
| "entropy": 0.04712109939428046, | |
| "epoch": 11.072, | |
| "grad_norm": 0.384765625, | |
| "learning_rate": 6.846666666666667e-06, | |
| "loss": 0.0267, | |
| "mean_token_accuracy": 0.9924171775579452, | |
| "num_tokens": 230658698.0, | |
| "step": 6920 | |
| }, | |
| { | |
| "entropy": 0.04816797635285184, | |
| "epoch": 11.088, | |
| "grad_norm": 0.365234375, | |
| "learning_rate": 6.824444444444444e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.9922629605978728, | |
| "num_tokens": 230996786.0, | |
| "step": 6930 | |
| }, | |
| { | |
| "entropy": 0.04790292409015819, | |
| "epoch": 11.104, | |
| "grad_norm": 0.416015625, | |
| "learning_rate": 6.802222222222223e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9921916209161281, | |
| "num_tokens": 231325868.0, | |
| "step": 6940 | |
| }, | |
| { | |
| "entropy": 0.04852128324564546, | |
| "epoch": 11.12, | |
| "grad_norm": 0.376953125, | |
| "learning_rate": 6.780000000000001e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9921166706830263, | |
| "num_tokens": 231654840.0, | |
| "step": 6950 | |
| }, | |
| { | |
| "entropy": 0.04831116185523569, | |
| "epoch": 11.136, | |
| "grad_norm": 0.4140625, | |
| "learning_rate": 6.757777777777779e-06, | |
| "loss": 0.0279, | |
| "mean_token_accuracy": 0.9919036451727152, | |
| "num_tokens": 231980610.0, | |
| "step": 6960 | |
| }, | |
| { | |
| "entropy": 0.048215917765628544, | |
| "epoch": 11.152, | |
| "grad_norm": 0.412109375, | |
| "learning_rate": 6.735555555555556e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9919559702277183, | |
| "num_tokens": 232314288.0, | |
| "step": 6970 | |
| }, | |
| { | |
| "entropy": 0.048762065800838174, | |
| "epoch": 11.168, | |
| "grad_norm": 0.421875, | |
| "learning_rate": 6.713333333333334e-06, | |
| "loss": 0.0281, | |
| "mean_token_accuracy": 0.9919058971107007, | |
| "num_tokens": 232637534.0, | |
| "step": 6980 | |
| }, | |
| { | |
| "entropy": 0.048856847430579366, | |
| "epoch": 11.184, | |
| "grad_norm": 0.396484375, | |
| "learning_rate": 6.691111111111112e-06, | |
| "loss": 0.028, | |
| "mean_token_accuracy": 0.9918563816696405, | |
| "num_tokens": 232962955.0, | |
| "step": 6990 | |
| }, | |
| { | |
| "entropy": 0.047482672077603635, | |
| "epoch": 11.2, | |
| "grad_norm": 0.38671875, | |
| "learning_rate": 6.668888888888889e-06, | |
| "loss": 0.0276, | |
| "mean_token_accuracy": 0.9920215297490358, | |
| "num_tokens": 233293008.0, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 11.2, | |
| "eval_chemistry_entropy": 0.2325966637134552, | |
| "eval_chemistry_loss": 1.3951178789138794, | |
| "eval_chemistry_mean_token_accuracy": 0.7866007509231567, | |
| "eval_chemistry_num_tokens": 233293008.0, | |
| "eval_chemistry_runtime": 34.7519, | |
| "eval_chemistry_samples_per_second": 14.388, | |
| "eval_chemistry_steps_per_second": 3.597, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 11.2, | |
| "eval_physics_entropy": 0.17592375284433365, | |
| "eval_physics_loss": 1.1814687252044678, | |
| "eval_physics_mean_token_accuracy": 0.8236216421127319, | |
| "eval_physics_num_tokens": 233293008.0, | |
| "eval_physics_runtime": 41.1205, | |
| "eval_physics_samples_per_second": 12.159, | |
| "eval_physics_steps_per_second": 3.04, | |
| "step": 7000 | |
| }, | |
| { | |
| "entropy": 0.046440727543085814, | |
| "epoch": 11.216, | |
| "grad_norm": 0.37109375, | |
| "learning_rate": 6.646666666666667e-06, | |
| "loss": 0.0269, | |
| "mean_token_accuracy": 0.9923358991742134, | |
| "num_tokens": 233633040.0, | |
| "step": 7010 | |
| }, | |
| { | |
| "entropy": 0.047706857812590896, | |
| "epoch": 11.232, | |
| "grad_norm": 0.40625, | |
| "learning_rate": 6.6244444444444445e-06, | |
| "loss": 0.0278, | |
| "mean_token_accuracy": 0.9921537846326828, | |
| "num_tokens": 233961892.0, | |
| "step": 7020 | |
| }, | |
| { | |
| "entropy": 0.04752079215832054, | |
| "epoch": 11.248, | |
| "grad_norm": 0.3828125, | |
| "learning_rate": 6.602222222222223e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9921526420861483, | |
| "num_tokens": 234294300.0, | |
| "step": 7030 | |
| }, | |
| { | |
| "entropy": 0.04974490953609347, | |
| "epoch": 11.264, | |
| "grad_norm": 0.412109375, | |
| "learning_rate": 6.5800000000000005e-06, | |
| "loss": 0.0283, | |
| "mean_token_accuracy": 0.9918520383536815, | |
| "num_tokens": 234619896.0, | |
| "step": 7040 | |
| }, | |
| { | |
| "entropy": 0.04697937336750328, | |
| "epoch": 11.28, | |
| "grad_norm": 0.42578125, | |
| "learning_rate": 6.557777777777778e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9921463459730149, | |
| "num_tokens": 234955038.0, | |
| "step": 7050 | |
| }, | |
| { | |
| "entropy": 0.047558799386024475, | |
| "epoch": 11.296, | |
| "grad_norm": 0.447265625, | |
| "learning_rate": 6.535555555555556e-06, | |
| "loss": 0.0276, | |
| "mean_token_accuracy": 0.9920218735933304, | |
| "num_tokens": 235285322.0, | |
| "step": 7060 | |
| }, | |
| { | |
| "entropy": 0.04819324740674347, | |
| "epoch": 11.312, | |
| "grad_norm": 0.435546875, | |
| "learning_rate": 6.513333333333333e-06, | |
| "loss": 0.0275, | |
| "mean_token_accuracy": 0.9922151681035757, | |
| "num_tokens": 235620514.0, | |
| "step": 7070 | |
| }, | |
| { | |
| "entropy": 0.04757968414342031, | |
| "epoch": 11.328, | |
| "grad_norm": 0.41796875, | |
| "learning_rate": 6.491111111111111e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9919170897454024, | |
| "num_tokens": 235949223.0, | |
| "step": 7080 | |
| }, | |
| { | |
| "entropy": 0.047577433427795766, | |
| "epoch": 11.344, | |
| "grad_norm": 0.40625, | |
| "learning_rate": 6.468888888888889e-06, | |
| "loss": 0.0275, | |
| "mean_token_accuracy": 0.9921996362507344, | |
| "num_tokens": 236283934.0, | |
| "step": 7090 | |
| }, | |
| { | |
| "entropy": 0.046396936383098365, | |
| "epoch": 11.36, | |
| "grad_norm": 0.39453125, | |
| "learning_rate": 6.446666666666668e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9922611985355616, | |
| "num_tokens": 236621013.0, | |
| "step": 7100 | |
| }, | |
| { | |
| "epoch": 11.36, | |
| "eval_chemistry_entropy": 0.23291492408514022, | |
| "eval_chemistry_loss": 1.3945815563201904, | |
| "eval_chemistry_mean_token_accuracy": 0.7867159643173218, | |
| "eval_chemistry_num_tokens": 236621013.0, | |
| "eval_chemistry_runtime": 34.7519, | |
| "eval_chemistry_samples_per_second": 14.388, | |
| "eval_chemistry_steps_per_second": 3.597, | |
| "step": 7100 | |
| }, | |
| { | |
| "epoch": 11.36, | |
| "eval_physics_entropy": 0.17613509422540666, | |
| "eval_physics_loss": 1.1810358762741089, | |
| "eval_physics_mean_token_accuracy": 0.8236798253059388, | |
| "eval_physics_num_tokens": 236621013.0, | |
| "eval_physics_runtime": 41.3979, | |
| "eval_physics_samples_per_second": 12.078, | |
| "eval_physics_steps_per_second": 3.019, | |
| "step": 7100 | |
| }, | |
| { | |
| "entropy": 0.04900334149133414, | |
| "epoch": 11.376, | |
| "grad_norm": 0.419921875, | |
| "learning_rate": 6.4244444444444455e-06, | |
| "loss": 0.0281, | |
| "mean_token_accuracy": 0.991936006769538, | |
| "num_tokens": 236948817.0, | |
| "step": 7110 | |
| }, | |
| { | |
| "entropy": 0.04684424267616123, | |
| "epoch": 11.392, | |
| "grad_norm": 0.40625, | |
| "learning_rate": 6.402222222222223e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9921260058879853, | |
| "num_tokens": 237283368.0, | |
| "step": 7120 | |
| }, | |
| { | |
| "entropy": 0.045224152388982475, | |
| "epoch": 11.408, | |
| "grad_norm": 0.46484375, | |
| "learning_rate": 6.380000000000001e-06, | |
| "loss": 0.0267, | |
| "mean_token_accuracy": 0.9923562560230493, | |
| "num_tokens": 237627096.0, | |
| "step": 7130 | |
| }, | |
| { | |
| "entropy": 0.04832157021155581, | |
| "epoch": 11.424, | |
| "grad_norm": 0.404296875, | |
| "learning_rate": 6.357777777777778e-06, | |
| "loss": 0.0279, | |
| "mean_token_accuracy": 0.991941137239337, | |
| "num_tokens": 237957137.0, | |
| "step": 7140 | |
| }, | |
| { | |
| "entropy": 0.0496531565557234, | |
| "epoch": 11.44, | |
| "grad_norm": 0.49609375, | |
| "learning_rate": 6.335555555555556e-06, | |
| "loss": 0.0285, | |
| "mean_token_accuracy": 0.9916909664869309, | |
| "num_tokens": 238281139.0, | |
| "step": 7150 | |
| }, | |
| { | |
| "entropy": 0.04692766816588119, | |
| "epoch": 11.456, | |
| "grad_norm": 0.4453125, | |
| "learning_rate": 6.313333333333334e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9920871052891016, | |
| "num_tokens": 238615826.0, | |
| "step": 7160 | |
| }, | |
| { | |
| "entropy": 0.04930061105405912, | |
| "epoch": 11.472, | |
| "grad_norm": 0.376953125, | |
| "learning_rate": 6.291111111111111e-06, | |
| "loss": 0.0285, | |
| "mean_token_accuracy": 0.9916456084698438, | |
| "num_tokens": 238937689.0, | |
| "step": 7170 | |
| }, | |
| { | |
| "entropy": 0.04741948866285384, | |
| "epoch": 11.488, | |
| "grad_norm": 0.4140625, | |
| "learning_rate": 6.26888888888889e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9920615538954735, | |
| "num_tokens": 239269756.0, | |
| "step": 7180 | |
| }, | |
| { | |
| "entropy": 0.046355318860150874, | |
| "epoch": 11.504, | |
| "grad_norm": 0.396484375, | |
| "learning_rate": 6.246666666666667e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9922457475215196, | |
| "num_tokens": 239610878.0, | |
| "step": 7190 | |
| }, | |
| { | |
| "entropy": 0.0478028149693273, | |
| "epoch": 11.52, | |
| "grad_norm": 0.388671875, | |
| "learning_rate": 6.224444444444445e-06, | |
| "loss": 0.0281, | |
| "mean_token_accuracy": 0.9920501060783863, | |
| "num_tokens": 239939093.0, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 11.52, | |
| "eval_chemistry_entropy": 0.23264170211553573, | |
| "eval_chemistry_loss": 1.3950202465057373, | |
| "eval_chemistry_mean_token_accuracy": 0.7867832498550416, | |
| "eval_chemistry_num_tokens": 239939093.0, | |
| "eval_chemistry_runtime": 34.7886, | |
| "eval_chemistry_samples_per_second": 14.373, | |
| "eval_chemistry_steps_per_second": 3.593, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 11.52, | |
| "eval_physics_entropy": 0.17588690716028213, | |
| "eval_physics_loss": 1.1816986799240112, | |
| "eval_physics_mean_token_accuracy": 0.8236192560195923, | |
| "eval_physics_num_tokens": 239939093.0, | |
| "eval_physics_runtime": 41.4102, | |
| "eval_physics_samples_per_second": 12.074, | |
| "eval_physics_steps_per_second": 3.019, | |
| "step": 7200 | |
| }, | |
| { | |
| "entropy": 0.04801568454131484, | |
| "epoch": 11.536, | |
| "grad_norm": 0.439453125, | |
| "learning_rate": 6.2022222222222225e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9920029643923044, | |
| "num_tokens": 240272277.0, | |
| "step": 7210 | |
| }, | |
| { | |
| "entropy": 0.048277478280942886, | |
| "epoch": 11.552, | |
| "grad_norm": 0.421875, | |
| "learning_rate": 6.18e-06, | |
| "loss": 0.0279, | |
| "mean_token_accuracy": 0.9920069571584463, | |
| "num_tokens": 240601667.0, | |
| "step": 7220 | |
| }, | |
| { | |
| "entropy": 0.04607030840124935, | |
| "epoch": 11.568, | |
| "grad_norm": 0.384765625, | |
| "learning_rate": 6.157777777777778e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.99229018650949, | |
| "num_tokens": 240945224.0, | |
| "step": 7230 | |
| }, | |
| { | |
| "entropy": 0.046531455463264135, | |
| "epoch": 11.584, | |
| "grad_norm": 0.349609375, | |
| "learning_rate": 6.135555555555555e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9921449899673462, | |
| "num_tokens": 241287731.0, | |
| "step": 7240 | |
| }, | |
| { | |
| "entropy": 0.04824015131453052, | |
| "epoch": 11.6, | |
| "grad_norm": 0.365234375, | |
| "learning_rate": 6.113333333333333e-06, | |
| "loss": 0.0276, | |
| "mean_token_accuracy": 0.9918418738991022, | |
| "num_tokens": 241622563.0, | |
| "step": 7250 | |
| }, | |
| { | |
| "entropy": 0.04845166703453287, | |
| "epoch": 11.616, | |
| "grad_norm": 0.41796875, | |
| "learning_rate": 6.091111111111112e-06, | |
| "loss": 0.0282, | |
| "mean_token_accuracy": 0.9919390242546797, | |
| "num_tokens": 241949450.0, | |
| "step": 7260 | |
| }, | |
| { | |
| "entropy": 0.04824669075896963, | |
| "epoch": 11.632, | |
| "grad_norm": 0.388671875, | |
| "learning_rate": 6.06888888888889e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9917767606675625, | |
| "num_tokens": 242285573.0, | |
| "step": 7270 | |
| }, | |
| { | |
| "entropy": 0.0490477797575295, | |
| "epoch": 11.648, | |
| "grad_norm": 0.419921875, | |
| "learning_rate": 6.0466666666666675e-06, | |
| "loss": 0.0284, | |
| "mean_token_accuracy": 0.9917098835110665, | |
| "num_tokens": 242611548.0, | |
| "step": 7280 | |
| }, | |
| { | |
| "entropy": 0.04796445817919448, | |
| "epoch": 11.664, | |
| "grad_norm": 0.427734375, | |
| "learning_rate": 6.024444444444445e-06, | |
| "loss": 0.0278, | |
| "mean_token_accuracy": 0.9921103999018669, | |
| "num_tokens": 242944709.0, | |
| "step": 7290 | |
| }, | |
| { | |
| "entropy": 0.04770536229480058, | |
| "epoch": 11.68, | |
| "grad_norm": 0.412109375, | |
| "learning_rate": 6.002222222222223e-06, | |
| "loss": 0.0278, | |
| "mean_token_accuracy": 0.9919927552342415, | |
| "num_tokens": 243278367.0, | |
| "step": 7300 | |
| }, | |
| { | |
| "epoch": 11.68, | |
| "eval_chemistry_entropy": 0.23242050033807754, | |
| "eval_chemistry_loss": 1.3952710628509521, | |
| "eval_chemistry_mean_token_accuracy": 0.7865613141059875, | |
| "eval_chemistry_num_tokens": 243278367.0, | |
| "eval_chemistry_runtime": 34.6446, | |
| "eval_chemistry_samples_per_second": 14.432, | |
| "eval_chemistry_steps_per_second": 3.608, | |
| "step": 7300 | |
| }, | |
| { | |
| "epoch": 11.68, | |
| "eval_physics_entropy": 0.17575073128938676, | |
| "eval_physics_loss": 1.1822236776351929, | |
| "eval_physics_mean_token_accuracy": 0.8235895795822143, | |
| "eval_physics_num_tokens": 243278367.0, | |
| "eval_physics_runtime": 41.2734, | |
| "eval_physics_samples_per_second": 12.114, | |
| "eval_physics_steps_per_second": 3.029, | |
| "step": 7300 | |
| }, | |
| { | |
| "entropy": 0.04782159347087145, | |
| "epoch": 11.696, | |
| "grad_norm": 0.416015625, | |
| "learning_rate": 5.98e-06, | |
| "loss": 0.0278, | |
| "mean_token_accuracy": 0.991872738674283, | |
| "num_tokens": 243612160.0, | |
| "step": 7310 | |
| }, | |
| { | |
| "entropy": 0.047998094698414207, | |
| "epoch": 11.712, | |
| "grad_norm": 0.470703125, | |
| "learning_rate": 5.957777777777778e-06, | |
| "loss": 0.0279, | |
| "mean_token_accuracy": 0.9918551001697778, | |
| "num_tokens": 243942664.0, | |
| "step": 7320 | |
| }, | |
| { | |
| "entropy": 0.04701628105249256, | |
| "epoch": 11.728, | |
| "grad_norm": 0.392578125, | |
| "learning_rate": 5.9355555555555556e-06, | |
| "loss": 0.0269, | |
| "mean_token_accuracy": 0.9922316294163466, | |
| "num_tokens": 244287354.0, | |
| "step": 7330 | |
| }, | |
| { | |
| "entropy": 0.0459823242505081, | |
| "epoch": 11.744, | |
| "grad_norm": 0.390625, | |
| "learning_rate": 5.913333333333334e-06, | |
| "loss": 0.0267, | |
| "mean_token_accuracy": 0.9923303164541721, | |
| "num_tokens": 244632442.0, | |
| "step": 7340 | |
| }, | |
| { | |
| "entropy": 0.04870257138973102, | |
| "epoch": 11.76, | |
| "grad_norm": 0.396484375, | |
| "learning_rate": 5.891111111111112e-06, | |
| "loss": 0.0282, | |
| "mean_token_accuracy": 0.9917425870895386, | |
| "num_tokens": 244960680.0, | |
| "step": 7350 | |
| }, | |
| { | |
| "entropy": 0.0474628541385755, | |
| "epoch": 11.776, | |
| "grad_norm": 0.37890625, | |
| "learning_rate": 5.868888888888889e-06, | |
| "loss": 0.0272, | |
| "mean_token_accuracy": 0.9919994749128819, | |
| "num_tokens": 245300920.0, | |
| "step": 7360 | |
| }, | |
| { | |
| "entropy": 0.04731073308503255, | |
| "epoch": 11.792, | |
| "grad_norm": 0.427734375, | |
| "learning_rate": 5.846666666666667e-06, | |
| "loss": 0.0278, | |
| "mean_token_accuracy": 0.9919415000826121, | |
| "num_tokens": 245633536.0, | |
| "step": 7370 | |
| }, | |
| { | |
| "entropy": 0.04833471442107111, | |
| "epoch": 11.808, | |
| "grad_norm": 0.44140625, | |
| "learning_rate": 5.8244444444444445e-06, | |
| "loss": 0.028, | |
| "mean_token_accuracy": 0.991770077496767, | |
| "num_tokens": 245964775.0, | |
| "step": 7380 | |
| }, | |
| { | |
| "entropy": 0.04759642768185586, | |
| "epoch": 11.824, | |
| "grad_norm": 0.41796875, | |
| "learning_rate": 5.802222222222222e-06, | |
| "loss": 0.0278, | |
| "mean_token_accuracy": 0.9918633200228214, | |
| "num_tokens": 246299419.0, | |
| "step": 7390 | |
| }, | |
| { | |
| "entropy": 0.04769166146870703, | |
| "epoch": 11.84, | |
| "grad_norm": 0.412109375, | |
| "learning_rate": 5.78e-06, | |
| "loss": 0.0278, | |
| "mean_token_accuracy": 0.991833696514368, | |
| "num_tokens": 246633322.0, | |
| "step": 7400 | |
| }, | |
| { | |
| "epoch": 11.84, | |
| "eval_chemistry_entropy": 0.23273953205347062, | |
| "eval_chemistry_loss": 1.395848274230957, | |
| "eval_chemistry_mean_token_accuracy": 0.786546067237854, | |
| "eval_chemistry_num_tokens": 246633322.0, | |
| "eval_chemistry_runtime": 34.6363, | |
| "eval_chemistry_samples_per_second": 14.436, | |
| "eval_chemistry_steps_per_second": 3.609, | |
| "step": 7400 | |
| }, | |
| { | |
| "epoch": 11.84, | |
| "eval_physics_entropy": 0.17592825770378112, | |
| "eval_physics_loss": 1.1827595233917236, | |
| "eval_physics_mean_token_accuracy": 0.8236251907348633, | |
| "eval_physics_num_tokens": 246633322.0, | |
| "eval_physics_runtime": 41.2892, | |
| "eval_physics_samples_per_second": 12.11, | |
| "eval_physics_steps_per_second": 3.027, | |
| "step": 7400 | |
| }, | |
| { | |
| "entropy": 0.04780968824634328, | |
| "epoch": 11.856, | |
| "grad_norm": 0.376953125, | |
| "learning_rate": 5.757777777777779e-06, | |
| "loss": 0.0275, | |
| "mean_token_accuracy": 0.9920414347201586, | |
| "num_tokens": 246970012.0, | |
| "step": 7410 | |
| }, | |
| { | |
| "entropy": 0.047446249541826545, | |
| "epoch": 11.872, | |
| "grad_norm": 0.423828125, | |
| "learning_rate": 5.735555555555557e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9919114019721746, | |
| "num_tokens": 247310002.0, | |
| "step": 7420 | |
| }, | |
| { | |
| "entropy": 0.04886368457227945, | |
| "epoch": 11.888, | |
| "grad_norm": 0.390625, | |
| "learning_rate": 5.713333333333334e-06, | |
| "loss": 0.0283, | |
| "mean_token_accuracy": 0.9916328560560942, | |
| "num_tokens": 247637841.0, | |
| "step": 7430 | |
| }, | |
| { | |
| "entropy": 0.04758717410732061, | |
| "epoch": 11.904, | |
| "grad_norm": 0.3828125, | |
| "learning_rate": 5.691111111111112e-06, | |
| "loss": 0.0275, | |
| "mean_token_accuracy": 0.9919271893799305, | |
| "num_tokens": 247975131.0, | |
| "step": 7440 | |
| }, | |
| { | |
| "entropy": 0.047614185302518305, | |
| "epoch": 11.92, | |
| "grad_norm": 0.3828125, | |
| "learning_rate": 5.6688888888888895e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9919915556907654, | |
| "num_tokens": 248309755.0, | |
| "step": 7450 | |
| }, | |
| { | |
| "entropy": 0.04707025629468262, | |
| "epoch": 11.936, | |
| "grad_norm": 0.41796875, | |
| "learning_rate": 5.646666666666667e-06, | |
| "loss": 0.0276, | |
| "mean_token_accuracy": 0.9919815827161074, | |
| "num_tokens": 248645564.0, | |
| "step": 7460 | |
| }, | |
| { | |
| "entropy": 0.04757521008141339, | |
| "epoch": 11.952, | |
| "grad_norm": 0.4140625, | |
| "learning_rate": 5.624444444444445e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9918838202953338, | |
| "num_tokens": 248981848.0, | |
| "step": 7470 | |
| }, | |
| { | |
| "entropy": 0.04723024608101696, | |
| "epoch": 11.968, | |
| "grad_norm": 0.365234375, | |
| "learning_rate": 5.602222222222222e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9920327696949244, | |
| "num_tokens": 249323006.0, | |
| "step": 7480 | |
| }, | |
| { | |
| "entropy": 0.04786972624715417, | |
| "epoch": 11.984, | |
| "grad_norm": 0.41015625, | |
| "learning_rate": 5.580000000000001e-06, | |
| "loss": 0.0279, | |
| "mean_token_accuracy": 0.9917761087417603, | |
| "num_tokens": 249654901.0, | |
| "step": 7490 | |
| }, | |
| { | |
| "entropy": 0.04861369674326852, | |
| "epoch": 12.0, | |
| "grad_norm": 0.419921875, | |
| "learning_rate": 5.557777777777778e-06, | |
| "loss": 0.0281, | |
| "mean_token_accuracy": 0.9917664911597968, | |
| "num_tokens": 249985776.0, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_chemistry_entropy": 0.2323100711107254, | |
| "eval_chemistry_loss": 1.395796537399292, | |
| "eval_chemistry_mean_token_accuracy": 0.7867488856315613, | |
| "eval_chemistry_num_tokens": 249985776.0, | |
| "eval_chemistry_runtime": 34.6202, | |
| "eval_chemistry_samples_per_second": 14.442, | |
| "eval_chemistry_steps_per_second": 3.611, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_physics_entropy": 0.17559167432785033, | |
| "eval_physics_loss": 1.18276047706604, | |
| "eval_physics_mean_token_accuracy": 0.8237361998558045, | |
| "eval_physics_num_tokens": 249985776.0, | |
| "eval_physics_runtime": 40.9505, | |
| "eval_physics_samples_per_second": 12.21, | |
| "eval_physics_steps_per_second": 3.052, | |
| "step": 7500 | |
| }, | |
| { | |
| "entropy": 0.04508789298124612, | |
| "epoch": 12.016, | |
| "grad_norm": 0.36328125, | |
| "learning_rate": 5.535555555555556e-06, | |
| "loss": 0.0258, | |
| "mean_token_accuracy": 0.9927411187440157, | |
| "num_tokens": 250334719.0, | |
| "step": 7510 | |
| }, | |
| { | |
| "entropy": 0.04760314099257812, | |
| "epoch": 12.032, | |
| "grad_norm": 0.3515625, | |
| "learning_rate": 5.513333333333334e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.9924074649810791, | |
| "num_tokens": 250672098.0, | |
| "step": 7520 | |
| }, | |
| { | |
| "entropy": 0.04751529867062345, | |
| "epoch": 12.048, | |
| "grad_norm": 0.349609375, | |
| "learning_rate": 5.491111111111111e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9921338777989149, | |
| "num_tokens": 251004102.0, | |
| "step": 7530 | |
| }, | |
| { | |
| "entropy": 0.04761073595145717, | |
| "epoch": 12.064, | |
| "grad_norm": 0.39453125, | |
| "learning_rate": 5.468888888888889e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9923585925251246, | |
| "num_tokens": 251333686.0, | |
| "step": 7540 | |
| }, | |
| { | |
| "entropy": 0.04869025647640228, | |
| "epoch": 12.08, | |
| "grad_norm": 0.431640625, | |
| "learning_rate": 5.4466666666666665e-06, | |
| "loss": 0.0283, | |
| "mean_token_accuracy": 0.991908035799861, | |
| "num_tokens": 251652413.0, | |
| "step": 7550 | |
| }, | |
| { | |
| "entropy": 0.04862467342754826, | |
| "epoch": 12.096, | |
| "grad_norm": 0.41015625, | |
| "learning_rate": 5.424444444444444e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9920980051159859, | |
| "num_tokens": 251980585.0, | |
| "step": 7560 | |
| }, | |
| { | |
| "entropy": 0.046205937664490195, | |
| "epoch": 12.112, | |
| "grad_norm": 0.388671875, | |
| "learning_rate": 5.402222222222223e-06, | |
| "loss": 0.0269, | |
| "mean_token_accuracy": 0.9923609714955092, | |
| "num_tokens": 252316579.0, | |
| "step": 7570 | |
| }, | |
| { | |
| "entropy": 0.04609726486960426, | |
| "epoch": 12.128, | |
| "grad_norm": 0.41796875, | |
| "learning_rate": 5.380000000000001e-06, | |
| "loss": 0.0267, | |
| "mean_token_accuracy": 0.9923820272088051, | |
| "num_tokens": 252654389.0, | |
| "step": 7580 | |
| }, | |
| { | |
| "entropy": 0.04772428745636716, | |
| "epoch": 12.144, | |
| "grad_norm": 0.439453125, | |
| "learning_rate": 5.357777777777779e-06, | |
| "loss": 0.0278, | |
| "mean_token_accuracy": 0.9920915137976408, | |
| "num_tokens": 252979873.0, | |
| "step": 7590 | |
| }, | |
| { | |
| "entropy": 0.046907130780164154, | |
| "epoch": 12.16, | |
| "grad_norm": 0.42578125, | |
| "learning_rate": 5.335555555555556e-06, | |
| "loss": 0.0269, | |
| "mean_token_accuracy": 0.9923364825546741, | |
| "num_tokens": 253316595.0, | |
| "step": 7600 | |
| }, | |
| { | |
| "epoch": 12.16, | |
| "eval_chemistry_entropy": 0.2323877632021904, | |
| "eval_chemistry_loss": 1.399549126625061, | |
| "eval_chemistry_mean_token_accuracy": 0.7864844288825988, | |
| "eval_chemistry_num_tokens": 253316595.0, | |
| "eval_chemistry_runtime": 34.6168, | |
| "eval_chemistry_samples_per_second": 14.444, | |
| "eval_chemistry_steps_per_second": 3.611, | |
| "step": 7600 | |
| }, | |
| { | |
| "epoch": 12.16, | |
| "eval_physics_entropy": 0.1755651298761368, | |
| "eval_physics_loss": 1.1859861612319946, | |
| "eval_physics_mean_token_accuracy": 0.8236834073066711, | |
| "eval_physics_num_tokens": 253316595.0, | |
| "eval_physics_runtime": 41.5923, | |
| "eval_physics_samples_per_second": 12.021, | |
| "eval_physics_steps_per_second": 3.005, | |
| "step": 7600 | |
| }, | |
| { | |
| "entropy": 0.04736769343726337, | |
| "epoch": 12.176, | |
| "grad_norm": 0.404296875, | |
| "learning_rate": 5.313333333333334e-06, | |
| "loss": 0.0269, | |
| "mean_token_accuracy": 0.9922827742993832, | |
| "num_tokens": 253653923.0, | |
| "step": 7610 | |
| }, | |
| { | |
| "entropy": 0.04715582146309316, | |
| "epoch": 12.192, | |
| "grad_norm": 0.384765625, | |
| "learning_rate": 5.2911111111111115e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9921531699597835, | |
| "num_tokens": 253984612.0, | |
| "step": 7620 | |
| }, | |
| { | |
| "entropy": 0.04785220557823777, | |
| "epoch": 12.208, | |
| "grad_norm": 0.408203125, | |
| "learning_rate": 5.268888888888889e-06, | |
| "loss": 0.028, | |
| "mean_token_accuracy": 0.9918720994144679, | |
| "num_tokens": 254306969.0, | |
| "step": 7630 | |
| }, | |
| { | |
| "entropy": 0.04722507435362786, | |
| "epoch": 12.224, | |
| "grad_norm": 0.3984375, | |
| "learning_rate": 5.246666666666667e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.992166755720973, | |
| "num_tokens": 254637639.0, | |
| "step": 7640 | |
| }, | |
| { | |
| "entropy": 0.04629259455250576, | |
| "epoch": 12.24, | |
| "grad_norm": 0.451171875, | |
| "learning_rate": 5.224444444444445e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9923653081059456, | |
| "num_tokens": 254974544.0, | |
| "step": 7650 | |
| }, | |
| { | |
| "entropy": 0.046991573600098493, | |
| "epoch": 12.256, | |
| "grad_norm": 0.408203125, | |
| "learning_rate": 5.202222222222223e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.9923080742359162, | |
| "num_tokens": 255313630.0, | |
| "step": 7660 | |
| }, | |
| { | |
| "entropy": 0.047093414154369385, | |
| "epoch": 12.272, | |
| "grad_norm": 0.431640625, | |
| "learning_rate": 5.18e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9921616919338703, | |
| "num_tokens": 255649061.0, | |
| "step": 7670 | |
| }, | |
| { | |
| "entropy": 0.047323476884048435, | |
| "epoch": 12.288, | |
| "grad_norm": 0.39453125, | |
| "learning_rate": 5.157777777777778e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9921791329979897, | |
| "num_tokens": 255981823.0, | |
| "step": 7680 | |
| }, | |
| { | |
| "entropy": 0.04674618551507592, | |
| "epoch": 12.304, | |
| "grad_norm": 0.39453125, | |
| "learning_rate": 5.135555555555556e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.992146011814475, | |
| "num_tokens": 256317363.0, | |
| "step": 7690 | |
| }, | |
| { | |
| "entropy": 0.045185890479478984, | |
| "epoch": 12.32, | |
| "grad_norm": 0.38671875, | |
| "learning_rate": 5.113333333333333e-06, | |
| "loss": 0.0265, | |
| "mean_token_accuracy": 0.992483926564455, | |
| "num_tokens": 256660007.0, | |
| "step": 7700 | |
| }, | |
| { | |
| "epoch": 12.32, | |
| "eval_chemistry_entropy": 0.23227442216873168, | |
| "eval_chemistry_loss": 1.3991879224777222, | |
| "eval_chemistry_mean_token_accuracy": 0.7866473956108093, | |
| "eval_chemistry_num_tokens": 256660007.0, | |
| "eval_chemistry_runtime": 34.6511, | |
| "eval_chemistry_samples_per_second": 14.43, | |
| "eval_chemistry_steps_per_second": 3.607, | |
| "step": 7700 | |
| }, | |
| { | |
| "epoch": 12.32, | |
| "eval_physics_entropy": 0.17541469842195512, | |
| "eval_physics_loss": 1.1861995458602905, | |
| "eval_physics_mean_token_accuracy": 0.823622531414032, | |
| "eval_physics_num_tokens": 256660007.0, | |
| "eval_physics_runtime": 41.2534, | |
| "eval_physics_samples_per_second": 12.12, | |
| "eval_physics_steps_per_second": 3.03, | |
| "step": 7700 | |
| }, | |
| { | |
| "entropy": 0.04902239058865234, | |
| "epoch": 12.336, | |
| "grad_norm": 0.466796875, | |
| "learning_rate": 5.091111111111111e-06, | |
| "loss": 0.0283, | |
| "mean_token_accuracy": 0.9917640380561352, | |
| "num_tokens": 256982012.0, | |
| "step": 7710 | |
| }, | |
| { | |
| "entropy": 0.04705402229446918, | |
| "epoch": 12.352, | |
| "grad_norm": 0.44140625, | |
| "learning_rate": 5.06888888888889e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9921987757086754, | |
| "num_tokens": 257315080.0, | |
| "step": 7720 | |
| }, | |
| { | |
| "entropy": 0.0467334458604455, | |
| "epoch": 12.368, | |
| "grad_norm": 0.43359375, | |
| "learning_rate": 5.046666666666668e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.9923334632068872, | |
| "num_tokens": 257654361.0, | |
| "step": 7730 | |
| }, | |
| { | |
| "entropy": 0.04817101656226441, | |
| "epoch": 12.384, | |
| "grad_norm": 0.396484375, | |
| "learning_rate": 5.024444444444445e-06, | |
| "loss": 0.028, | |
| "mean_token_accuracy": 0.9918757636100054, | |
| "num_tokens": 257978983.0, | |
| "step": 7740 | |
| }, | |
| { | |
| "entropy": 0.04686940559186041, | |
| "epoch": 12.4, | |
| "grad_norm": 0.43359375, | |
| "learning_rate": 5.002222222222223e-06, | |
| "loss": 0.0272, | |
| "mean_token_accuracy": 0.9922051772475242, | |
| "num_tokens": 258312899.0, | |
| "step": 7750 | |
| }, | |
| { | |
| "entropy": 0.04625321145867929, | |
| "epoch": 12.416, | |
| "grad_norm": 0.392578125, | |
| "learning_rate": 4.980000000000001e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9921592123806476, | |
| "num_tokens": 258648951.0, | |
| "step": 7760 | |
| }, | |
| { | |
| "entropy": 0.04678296793717891, | |
| "epoch": 12.432, | |
| "grad_norm": 0.384765625, | |
| "learning_rate": 4.957777777777778e-06, | |
| "loss": 0.0265, | |
| "mean_token_accuracy": 0.9923734743148088, | |
| "num_tokens": 258992908.0, | |
| "step": 7770 | |
| }, | |
| { | |
| "entropy": 0.047582005138974634, | |
| "epoch": 12.448, | |
| "grad_norm": 0.42578125, | |
| "learning_rate": 4.935555555555556e-06, | |
| "loss": 0.0275, | |
| "mean_token_accuracy": 0.9920337703078985, | |
| "num_tokens": 259323671.0, | |
| "step": 7780 | |
| }, | |
| { | |
| "entropy": 0.047750978695694356, | |
| "epoch": 12.464, | |
| "grad_norm": 0.392578125, | |
| "learning_rate": 4.9133333333333334e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9918526388704777, | |
| "num_tokens": 259656145.0, | |
| "step": 7790 | |
| }, | |
| { | |
| "entropy": 0.046700223837979137, | |
| "epoch": 12.48, | |
| "grad_norm": 0.4375, | |
| "learning_rate": 4.891111111111111e-06, | |
| "loss": 0.0269, | |
| "mean_token_accuracy": 0.9922252856194973, | |
| "num_tokens": 259995949.0, | |
| "step": 7800 | |
| }, | |
| { | |
| "epoch": 12.48, | |
| "eval_chemistry_entropy": 0.23217756485939026, | |
| "eval_chemistry_loss": 1.3997950553894043, | |
| "eval_chemistry_mean_token_accuracy": 0.7865884881019592, | |
| "eval_chemistry_num_tokens": 259995949.0, | |
| "eval_chemistry_runtime": 34.6092, | |
| "eval_chemistry_samples_per_second": 14.447, | |
| "eval_chemistry_steps_per_second": 3.612, | |
| "step": 7800 | |
| }, | |
| { | |
| "epoch": 12.48, | |
| "eval_physics_entropy": 0.17545815068483353, | |
| "eval_physics_loss": 1.1863703727722168, | |
| "eval_physics_mean_token_accuracy": 0.823757504940033, | |
| "eval_physics_num_tokens": 259995949.0, | |
| "eval_physics_runtime": 41.2379, | |
| "eval_physics_samples_per_second": 12.125, | |
| "eval_physics_steps_per_second": 3.031, | |
| "step": 7800 | |
| }, | |
| { | |
| "entropy": 0.04697601619409397, | |
| "epoch": 12.496, | |
| "grad_norm": 0.40625, | |
| "learning_rate": 4.8688888888888895e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9921011120080948, | |
| "num_tokens": 260328029.0, | |
| "step": 7810 | |
| }, | |
| { | |
| "entropy": 0.04663161822827533, | |
| "epoch": 12.512, | |
| "grad_norm": 0.43359375, | |
| "learning_rate": 4.846666666666667e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9920815654098988, | |
| "num_tokens": 260660640.0, | |
| "step": 7820 | |
| }, | |
| { | |
| "entropy": 0.04710413708817214, | |
| "epoch": 12.528, | |
| "grad_norm": 0.392578125, | |
| "learning_rate": 4.824444444444445e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9922457631677389, | |
| "num_tokens": 261000121.0, | |
| "step": 7830 | |
| }, | |
| { | |
| "entropy": 0.047257978632114825, | |
| "epoch": 12.544, | |
| "grad_norm": 0.43359375, | |
| "learning_rate": 4.802222222222222e-06, | |
| "loss": 0.0276, | |
| "mean_token_accuracy": 0.9921400487422943, | |
| "num_tokens": 261331319.0, | |
| "step": 7840 | |
| }, | |
| { | |
| "entropy": 0.04731051673879847, | |
| "epoch": 12.56, | |
| "grad_norm": 0.5, | |
| "learning_rate": 4.78e-06, | |
| "loss": 0.0275, | |
| "mean_token_accuracy": 0.9919674444943667, | |
| "num_tokens": 261662703.0, | |
| "step": 7850 | |
| }, | |
| { | |
| "entropy": 0.04867914315545931, | |
| "epoch": 12.576, | |
| "grad_norm": 0.4921875, | |
| "learning_rate": 4.7577777777777784e-06, | |
| "loss": 0.0278, | |
| "mean_token_accuracy": 0.991700691357255, | |
| "num_tokens": 261992231.0, | |
| "step": 7860 | |
| }, | |
| { | |
| "entropy": 0.048283949587494136, | |
| "epoch": 12.592, | |
| "grad_norm": 0.361328125, | |
| "learning_rate": 4.735555555555556e-06, | |
| "loss": 0.0279, | |
| "mean_token_accuracy": 0.9917588155716658, | |
| "num_tokens": 262317414.0, | |
| "step": 7870 | |
| }, | |
| { | |
| "entropy": 0.04621037285542116, | |
| "epoch": 12.608, | |
| "grad_norm": 0.4140625, | |
| "learning_rate": 4.713333333333334e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9922691266983747, | |
| "num_tokens": 262656539.0, | |
| "step": 7880 | |
| }, | |
| { | |
| "entropy": 0.048271358234342185, | |
| "epoch": 12.624, | |
| "grad_norm": 0.3828125, | |
| "learning_rate": 4.691111111111111e-06, | |
| "loss": 0.0282, | |
| "mean_token_accuracy": 0.9918258927762509, | |
| "num_tokens": 262981547.0, | |
| "step": 7890 | |
| }, | |
| { | |
| "entropy": 0.046158150280825795, | |
| "epoch": 12.64, | |
| "grad_norm": 0.40234375, | |
| "learning_rate": 4.66888888888889e-06, | |
| "loss": 0.0272, | |
| "mean_token_accuracy": 0.9921741422265768, | |
| "num_tokens": 263316542.0, | |
| "step": 7900 | |
| }, | |
| { | |
| "epoch": 12.64, | |
| "eval_chemistry_entropy": 0.2319939746260643, | |
| "eval_chemistry_loss": 1.4000248908996582, | |
| "eval_chemistry_mean_token_accuracy": 0.7867046823501587, | |
| "eval_chemistry_num_tokens": 263316542.0, | |
| "eval_chemistry_runtime": 34.5864, | |
| "eval_chemistry_samples_per_second": 14.457, | |
| "eval_chemistry_steps_per_second": 3.614, | |
| "step": 7900 | |
| }, | |
| { | |
| "epoch": 12.64, | |
| "eval_physics_entropy": 0.1752476676106453, | |
| "eval_physics_loss": 1.1869360208511353, | |
| "eval_physics_mean_token_accuracy": 0.8236105089187622, | |
| "eval_physics_num_tokens": 263316542.0, | |
| "eval_physics_runtime": 41.2646, | |
| "eval_physics_samples_per_second": 12.117, | |
| "eval_physics_steps_per_second": 3.029, | |
| "step": 7900 | |
| }, | |
| { | |
| "entropy": 0.047235365922097115, | |
| "epoch": 12.656, | |
| "grad_norm": 0.427734375, | |
| "learning_rate": 4.646666666666667e-06, | |
| "loss": 0.0276, | |
| "mean_token_accuracy": 0.9919094521552324, | |
| "num_tokens": 263647560.0, | |
| "step": 7910 | |
| }, | |
| { | |
| "entropy": 0.04638051148504019, | |
| "epoch": 12.672, | |
| "grad_norm": 0.4375, | |
| "learning_rate": 4.624444444444445e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.9920998543500901, | |
| "num_tokens": 263988717.0, | |
| "step": 7920 | |
| }, | |
| { | |
| "entropy": 0.0477219334570691, | |
| "epoch": 12.688, | |
| "grad_norm": 0.390625, | |
| "learning_rate": 4.602222222222223e-06, | |
| "loss": 0.0276, | |
| "mean_token_accuracy": 0.9920312263071537, | |
| "num_tokens": 264320100.0, | |
| "step": 7930 | |
| }, | |
| { | |
| "entropy": 0.04707860058406368, | |
| "epoch": 12.704, | |
| "grad_norm": 0.4375, | |
| "learning_rate": 4.58e-06, | |
| "loss": 0.0275, | |
| "mean_token_accuracy": 0.9920841138809919, | |
| "num_tokens": 264652034.0, | |
| "step": 7940 | |
| }, | |
| { | |
| "entropy": 0.046084119251463565, | |
| "epoch": 12.72, | |
| "grad_norm": 0.439453125, | |
| "learning_rate": 4.557777777777778e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.9923493307083845, | |
| "num_tokens": 264994072.0, | |
| "step": 7950 | |
| }, | |
| { | |
| "entropy": 0.04904477837262675, | |
| "epoch": 12.736, | |
| "grad_norm": 0.416015625, | |
| "learning_rate": 4.535555555555555e-06, | |
| "loss": 0.0282, | |
| "mean_token_accuracy": 0.9916485507041216, | |
| "num_tokens": 265319570.0, | |
| "step": 7960 | |
| }, | |
| { | |
| "entropy": 0.04702546034241095, | |
| "epoch": 12.752, | |
| "grad_norm": 0.412109375, | |
| "learning_rate": 4.513333333333333e-06, | |
| "loss": 0.0275, | |
| "mean_token_accuracy": 0.9920566383749246, | |
| "num_tokens": 265652929.0, | |
| "step": 7970 | |
| }, | |
| { | |
| "entropy": 0.04862874624086544, | |
| "epoch": 12.768, | |
| "grad_norm": 0.40625, | |
| "learning_rate": 4.4911111111111115e-06, | |
| "loss": 0.0282, | |
| "mean_token_accuracy": 0.9916845068335534, | |
| "num_tokens": 265978681.0, | |
| "step": 7980 | |
| }, | |
| { | |
| "entropy": 0.04637602334842086, | |
| "epoch": 12.784, | |
| "grad_norm": 0.421875, | |
| "learning_rate": 4.468888888888889e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9922208707779646, | |
| "num_tokens": 266317134.0, | |
| "step": 7990 | |
| }, | |
| { | |
| "entropy": 0.046095350617542864, | |
| "epoch": 12.8, | |
| "grad_norm": 0.4453125, | |
| "learning_rate": 4.446666666666667e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9920317839831114, | |
| "num_tokens": 266653718.0, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 12.8, | |
| "eval_chemistry_entropy": 0.23158643394708633, | |
| "eval_chemistry_loss": 1.400480031967163, | |
| "eval_chemistry_mean_token_accuracy": 0.7866065373420715, | |
| "eval_chemistry_num_tokens": 266653718.0, | |
| "eval_chemistry_runtime": 34.6225, | |
| "eval_chemistry_samples_per_second": 14.441, | |
| "eval_chemistry_steps_per_second": 3.61, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 12.8, | |
| "eval_physics_entropy": 0.17500228744745255, | |
| "eval_physics_loss": 1.1872649192810059, | |
| "eval_physics_mean_token_accuracy": 0.8238505530357361, | |
| "eval_physics_num_tokens": 266653718.0, | |
| "eval_physics_runtime": 40.9781, | |
| "eval_physics_samples_per_second": 12.202, | |
| "eval_physics_steps_per_second": 3.05, | |
| "step": 8000 | |
| }, | |
| { | |
| "entropy": 0.0470819668378681, | |
| "epoch": 12.816, | |
| "grad_norm": 0.427734375, | |
| "learning_rate": 4.424444444444444e-06, | |
| "loss": 0.0275, | |
| "mean_token_accuracy": 0.9919280797243119, | |
| "num_tokens": 266986144.0, | |
| "step": 8010 | |
| }, | |
| { | |
| "entropy": 0.04731467426754534, | |
| "epoch": 12.832, | |
| "grad_norm": 0.380859375, | |
| "learning_rate": 4.402222222222223e-06, | |
| "loss": 0.0275, | |
| "mean_token_accuracy": 0.9918080165982246, | |
| "num_tokens": 267319553.0, | |
| "step": 8020 | |
| }, | |
| { | |
| "entropy": 0.046327706705778834, | |
| "epoch": 12.848, | |
| "grad_norm": 0.46484375, | |
| "learning_rate": 4.38e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.992161101475358, | |
| "num_tokens": 267657145.0, | |
| "step": 8030 | |
| }, | |
| { | |
| "entropy": 0.046308819111436604, | |
| "epoch": 12.864, | |
| "grad_norm": 0.41796875, | |
| "learning_rate": 4.357777777777778e-06, | |
| "loss": 0.0269, | |
| "mean_token_accuracy": 0.9922258976846934, | |
| "num_tokens": 267997025.0, | |
| "step": 8040 | |
| }, | |
| { | |
| "entropy": 0.047848813293967396, | |
| "epoch": 12.88, | |
| "grad_norm": 0.41015625, | |
| "learning_rate": 4.3355555555555565e-06, | |
| "loss": 0.0276, | |
| "mean_token_accuracy": 0.9919355485588313, | |
| "num_tokens": 268330273.0, | |
| "step": 8050 | |
| }, | |
| { | |
| "entropy": 0.047563881450332704, | |
| "epoch": 12.896, | |
| "grad_norm": 0.453125, | |
| "learning_rate": 4.313333333333334e-06, | |
| "loss": 0.0272, | |
| "mean_token_accuracy": 0.9920494124293328, | |
| "num_tokens": 268668661.0, | |
| "step": 8060 | |
| }, | |
| { | |
| "entropy": 0.04701653203228488, | |
| "epoch": 12.912, | |
| "grad_norm": 0.46875, | |
| "learning_rate": 4.291111111111112e-06, | |
| "loss": 0.0276, | |
| "mean_token_accuracy": 0.9920382276177406, | |
| "num_tokens": 269000866.0, | |
| "step": 8070 | |
| }, | |
| { | |
| "entropy": 0.04945960993645713, | |
| "epoch": 12.928, | |
| "grad_norm": 0.447265625, | |
| "learning_rate": 4.268888888888889e-06, | |
| "loss": 0.0288, | |
| "mean_token_accuracy": 0.9914790764451027, | |
| "num_tokens": 269318126.0, | |
| "step": 8080 | |
| }, | |
| { | |
| "entropy": 0.04679766782792285, | |
| "epoch": 12.943999999999999, | |
| "grad_norm": 0.421875, | |
| "learning_rate": 4.246666666666667e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9920704193413258, | |
| "num_tokens": 269654539.0, | |
| "step": 8090 | |
| }, | |
| { | |
| "entropy": 0.04841487837256864, | |
| "epoch": 12.96, | |
| "grad_norm": 0.41796875, | |
| "learning_rate": 4.2244444444444446e-06, | |
| "loss": 0.0281, | |
| "mean_token_accuracy": 0.9916097294539213, | |
| "num_tokens": 269980402.0, | |
| "step": 8100 | |
| }, | |
| { | |
| "epoch": 12.96, | |
| "eval_chemistry_entropy": 0.2326057094335556, | |
| "eval_chemistry_loss": 1.4004255533218384, | |
| "eval_chemistry_mean_token_accuracy": 0.7866143679618836, | |
| "eval_chemistry_num_tokens": 269980402.0, | |
| "eval_chemistry_runtime": 34.6156, | |
| "eval_chemistry_samples_per_second": 14.444, | |
| "eval_chemistry_steps_per_second": 3.611, | |
| "step": 8100 | |
| }, | |
| { | |
| "epoch": 12.96, | |
| "eval_physics_entropy": 0.1757092592716217, | |
| "eval_physics_loss": 1.1873486042022705, | |
| "eval_physics_mean_token_accuracy": 0.8237286796569824, | |
| "eval_physics_num_tokens": 269980402.0, | |
| "eval_physics_runtime": 41.2651, | |
| "eval_physics_samples_per_second": 12.117, | |
| "eval_physics_steps_per_second": 3.029, | |
| "step": 8100 | |
| }, | |
| { | |
| "entropy": 0.047674737905617805, | |
| "epoch": 12.975999999999999, | |
| "grad_norm": 0.388671875, | |
| "learning_rate": 4.202222222222222e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9920268796384335, | |
| "num_tokens": 270314665.0, | |
| "step": 8110 | |
| }, | |
| { | |
| "entropy": 0.04646383442450315, | |
| "epoch": 12.992, | |
| "grad_norm": 0.451171875, | |
| "learning_rate": 4.18e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9921383555978537, | |
| "num_tokens": 270651844.0, | |
| "step": 8120 | |
| }, | |
| { | |
| "entropy": 0.048440729232970624, | |
| "epoch": 13.008, | |
| "grad_norm": 0.427734375, | |
| "learning_rate": 4.157777777777778e-06, | |
| "loss": 0.0279, | |
| "mean_token_accuracy": 0.9918460164219141, | |
| "num_tokens": 270976329.0, | |
| "step": 8130 | |
| }, | |
| { | |
| "entropy": 0.047949786437675355, | |
| "epoch": 13.024, | |
| "grad_norm": 0.43359375, | |
| "learning_rate": 4.135555555555556e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9920937933027745, | |
| "num_tokens": 271305651.0, | |
| "step": 8140 | |
| }, | |
| { | |
| "entropy": 0.04676522330846637, | |
| "epoch": 13.04, | |
| "grad_norm": 0.40234375, | |
| "learning_rate": 4.1133333333333335e-06, | |
| "loss": 0.0266, | |
| "mean_token_accuracy": 0.992388304322958, | |
| "num_tokens": 271641410.0, | |
| "step": 8150 | |
| }, | |
| { | |
| "entropy": 0.04760597330750897, | |
| "epoch": 13.056, | |
| "grad_norm": 0.38671875, | |
| "learning_rate": 4.091111111111111e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9923049241304398, | |
| "num_tokens": 271977638.0, | |
| "step": 8160 | |
| }, | |
| { | |
| "entropy": 0.04567671064287424, | |
| "epoch": 13.072, | |
| "grad_norm": 0.349609375, | |
| "learning_rate": 4.0688888888888896e-06, | |
| "loss": 0.0267, | |
| "mean_token_accuracy": 0.9922806091606617, | |
| "num_tokens": 272313362.0, | |
| "step": 8170 | |
| }, | |
| { | |
| "entropy": 0.046953307010699066, | |
| "epoch": 13.088, | |
| "grad_norm": 0.40234375, | |
| "learning_rate": 4.046666666666667e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.9922934826463461, | |
| "num_tokens": 272648063.0, | |
| "step": 8180 | |
| }, | |
| { | |
| "entropy": 0.04681742761749774, | |
| "epoch": 13.104, | |
| "grad_norm": 0.375, | |
| "learning_rate": 4.024444444444445e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.9923634801059962, | |
| "num_tokens": 272983995.0, | |
| "step": 8190 | |
| }, | |
| { | |
| "entropy": 0.04719428322277963, | |
| "epoch": 13.12, | |
| "grad_norm": 0.3828125, | |
| "learning_rate": 4.002222222222222e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9921347040683031, | |
| "num_tokens": 273311463.0, | |
| "step": 8200 | |
| }, | |
| { | |
| "epoch": 13.12, | |
| "eval_chemistry_entropy": 0.23189832872152327, | |
| "eval_chemistry_loss": 1.4016609191894531, | |
| "eval_chemistry_mean_token_accuracy": 0.7865863122940063, | |
| "eval_chemistry_num_tokens": 273311463.0, | |
| "eval_chemistry_runtime": 34.6375, | |
| "eval_chemistry_samples_per_second": 14.435, | |
| "eval_chemistry_steps_per_second": 3.609, | |
| "step": 8200 | |
| }, | |
| { | |
| "epoch": 13.12, | |
| "eval_physics_entropy": 0.1751188644170761, | |
| "eval_physics_loss": 1.1881003379821777, | |
| "eval_physics_mean_token_accuracy": 0.8236429672241211, | |
| "eval_physics_num_tokens": 273311463.0, | |
| "eval_physics_runtime": 41.2665, | |
| "eval_physics_samples_per_second": 12.116, | |
| "eval_physics_steps_per_second": 3.029, | |
| "step": 8200 | |
| }, | |
| { | |
| "entropy": 0.046174107200931756, | |
| "epoch": 13.136, | |
| "grad_norm": 0.447265625, | |
| "learning_rate": 3.980000000000001e-06, | |
| "loss": 0.0269, | |
| "mean_token_accuracy": 0.9923071503639221, | |
| "num_tokens": 273646055.0, | |
| "step": 8210 | |
| }, | |
| { | |
| "entropy": 0.04800432809861377, | |
| "epoch": 13.152, | |
| "grad_norm": 0.41796875, | |
| "learning_rate": 3.9577777777777785e-06, | |
| "loss": 0.0275, | |
| "mean_token_accuracy": 0.9922458719462156, | |
| "num_tokens": 273973730.0, | |
| "step": 8220 | |
| }, | |
| { | |
| "entropy": 0.04695513305487111, | |
| "epoch": 13.168, | |
| "grad_norm": 0.40234375, | |
| "learning_rate": 3.935555555555556e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9922262959182262, | |
| "num_tokens": 274308238.0, | |
| "step": 8230 | |
| }, | |
| { | |
| "entropy": 0.04677723310887814, | |
| "epoch": 13.184, | |
| "grad_norm": 0.37109375, | |
| "learning_rate": 3.913333333333334e-06, | |
| "loss": 0.0272, | |
| "mean_token_accuracy": 0.9923283621668816, | |
| "num_tokens": 274641138.0, | |
| "step": 8240 | |
| }, | |
| { | |
| "entropy": 0.0468893485260196, | |
| "epoch": 13.2, | |
| "grad_norm": 0.41796875, | |
| "learning_rate": 3.891111111111111e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9922400940209627, | |
| "num_tokens": 274973868.0, | |
| "step": 8250 | |
| }, | |
| { | |
| "entropy": 0.047284358250908556, | |
| "epoch": 13.216, | |
| "grad_norm": 0.396484375, | |
| "learning_rate": 3.868888888888889e-06, | |
| "loss": 0.0275, | |
| "mean_token_accuracy": 0.9920473750680685, | |
| "num_tokens": 275301395.0, | |
| "step": 8260 | |
| }, | |
| { | |
| "entropy": 0.04818462786497548, | |
| "epoch": 13.232, | |
| "grad_norm": 0.419921875, | |
| "learning_rate": 3.8466666666666665e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9919338777661324, | |
| "num_tokens": 275625514.0, | |
| "step": 8270 | |
| }, | |
| { | |
| "entropy": 0.047513406269717964, | |
| "epoch": 13.248, | |
| "grad_norm": 0.4296875, | |
| "learning_rate": 3.824444444444444e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9919922914355993, | |
| "num_tokens": 275954975.0, | |
| "step": 8280 | |
| }, | |
| { | |
| "entropy": 0.04754307991825044, | |
| "epoch": 13.264, | |
| "grad_norm": 0.4921875, | |
| "learning_rate": 3.8022222222222226e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9921210341155529, | |
| "num_tokens": 276280177.0, | |
| "step": 8290 | |
| }, | |
| { | |
| "entropy": 0.047081450535915795, | |
| "epoch": 13.28, | |
| "grad_norm": 0.3984375, | |
| "learning_rate": 3.7800000000000002e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9922505389899016, | |
| "num_tokens": 276610984.0, | |
| "step": 8300 | |
| }, | |
| { | |
| "epoch": 13.28, | |
| "eval_chemistry_entropy": 0.23142269897460938, | |
| "eval_chemistry_loss": 1.402401328086853, | |
| "eval_chemistry_mean_token_accuracy": 0.7865597581863404, | |
| "eval_chemistry_num_tokens": 276610984.0, | |
| "eval_chemistry_runtime": 34.6201, | |
| "eval_chemistry_samples_per_second": 14.442, | |
| "eval_chemistry_steps_per_second": 3.611, | |
| "step": 8300 | |
| }, | |
| { | |
| "epoch": 13.28, | |
| "eval_physics_entropy": 0.17478029161691666, | |
| "eval_physics_loss": 1.1889208555221558, | |
| "eval_physics_mean_token_accuracy": 0.823728690624237, | |
| "eval_physics_num_tokens": 276610984.0, | |
| "eval_physics_runtime": 41.2819, | |
| "eval_physics_samples_per_second": 12.112, | |
| "eval_physics_steps_per_second": 3.028, | |
| "step": 8300 | |
| }, | |
| { | |
| "entropy": 0.04560810077236965, | |
| "epoch": 13.296, | |
| "grad_norm": 0.38671875, | |
| "learning_rate": 3.757777777777778e-06, | |
| "loss": 0.0262, | |
| "mean_token_accuracy": 0.9925641395151615, | |
| "num_tokens": 276955876.0, | |
| "step": 8310 | |
| }, | |
| { | |
| "entropy": 0.045926834479905664, | |
| "epoch": 13.312, | |
| "grad_norm": 0.388671875, | |
| "learning_rate": 3.7355555555555555e-06, | |
| "loss": 0.0269, | |
| "mean_token_accuracy": 0.9922940567135811, | |
| "num_tokens": 277291484.0, | |
| "step": 8320 | |
| }, | |
| { | |
| "entropy": 0.0468043290427886, | |
| "epoch": 13.328, | |
| "grad_norm": 0.388671875, | |
| "learning_rate": 3.713333333333334e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9922083973884582, | |
| "num_tokens": 277626344.0, | |
| "step": 8330 | |
| }, | |
| { | |
| "entropy": 0.047565514396410435, | |
| "epoch": 13.344, | |
| "grad_norm": 0.41015625, | |
| "learning_rate": 3.6911111111111115e-06, | |
| "loss": 0.0272, | |
| "mean_token_accuracy": 0.9921212323009968, | |
| "num_tokens": 277958936.0, | |
| "step": 8340 | |
| }, | |
| { | |
| "entropy": 0.04647928281920031, | |
| "epoch": 13.36, | |
| "grad_norm": 0.376953125, | |
| "learning_rate": 3.668888888888889e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9922680966556072, | |
| "num_tokens": 278293564.0, | |
| "step": 8350 | |
| }, | |
| { | |
| "entropy": 0.047966270649340004, | |
| "epoch": 13.376, | |
| "grad_norm": 0.4453125, | |
| "learning_rate": 3.6466666666666668e-06, | |
| "loss": 0.0275, | |
| "mean_token_accuracy": 0.9920612812042237, | |
| "num_tokens": 278622466.0, | |
| "step": 8360 | |
| }, | |
| { | |
| "entropy": 0.04638690529391169, | |
| "epoch": 13.392, | |
| "grad_norm": 0.4375, | |
| "learning_rate": 3.624444444444445e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.992247536033392, | |
| "num_tokens": 278956369.0, | |
| "step": 8370 | |
| }, | |
| { | |
| "entropy": 0.04688066720264032, | |
| "epoch": 13.408, | |
| "grad_norm": 0.41015625, | |
| "learning_rate": 3.6022222222222224e-06, | |
| "loss": 0.0269, | |
| "mean_token_accuracy": 0.9921065874397754, | |
| "num_tokens": 279292109.0, | |
| "step": 8380 | |
| }, | |
| { | |
| "entropy": 0.046442077262327075, | |
| "epoch": 13.424, | |
| "grad_norm": 0.396484375, | |
| "learning_rate": 3.58e-06, | |
| "loss": 0.0264, | |
| "mean_token_accuracy": 0.9922865692526102, | |
| "num_tokens": 279633578.0, | |
| "step": 8390 | |
| }, | |
| { | |
| "entropy": 0.046268373262137175, | |
| "epoch": 13.44, | |
| "grad_norm": 0.390625, | |
| "learning_rate": 3.5577777777777785e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9923589698970318, | |
| "num_tokens": 279968537.0, | |
| "step": 8400 | |
| }, | |
| { | |
| "epoch": 13.44, | |
| "eval_chemistry_entropy": 0.23127510923147201, | |
| "eval_chemistry_loss": 1.4031931161880493, | |
| "eval_chemistry_mean_token_accuracy": 0.7864331722259521, | |
| "eval_chemistry_num_tokens": 279968537.0, | |
| "eval_chemistry_runtime": 34.5964, | |
| "eval_chemistry_samples_per_second": 14.452, | |
| "eval_chemistry_steps_per_second": 3.613, | |
| "step": 8400 | |
| }, | |
| { | |
| "epoch": 13.44, | |
| "eval_physics_entropy": 0.17467521530389785, | |
| "eval_physics_loss": 1.1895179748535156, | |
| "eval_physics_mean_token_accuracy": 0.8235966181755066, | |
| "eval_physics_num_tokens": 279968537.0, | |
| "eval_physics_runtime": 41.2344, | |
| "eval_physics_samples_per_second": 12.126, | |
| "eval_physics_steps_per_second": 3.031, | |
| "step": 8400 | |
| }, | |
| { | |
| "entropy": 0.04732351736165583, | |
| "epoch": 13.456, | |
| "grad_norm": 0.4609375, | |
| "learning_rate": 3.535555555555556e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9920300986617804, | |
| "num_tokens": 280298759.0, | |
| "step": 8410 | |
| }, | |
| { | |
| "entropy": 0.04656473679933697, | |
| "epoch": 13.472, | |
| "grad_norm": 0.3828125, | |
| "learning_rate": 3.5133333333333337e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.992165508493781, | |
| "num_tokens": 280635071.0, | |
| "step": 8420 | |
| }, | |
| { | |
| "entropy": 0.04573026488069445, | |
| "epoch": 13.488, | |
| "grad_norm": 0.38671875, | |
| "learning_rate": 3.4911111111111113e-06, | |
| "loss": 0.0264, | |
| "mean_token_accuracy": 0.9924745764583349, | |
| "num_tokens": 280977712.0, | |
| "step": 8430 | |
| }, | |
| { | |
| "entropy": 0.04696386993164196, | |
| "epoch": 13.504, | |
| "grad_norm": 0.42578125, | |
| "learning_rate": 3.4688888888888894e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.9922691740095615, | |
| "num_tokens": 281315707.0, | |
| "step": 8440 | |
| }, | |
| { | |
| "entropy": 0.04728903893847018, | |
| "epoch": 13.52, | |
| "grad_norm": 0.423828125, | |
| "learning_rate": 3.446666666666667e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9920141603797674, | |
| "num_tokens": 281646175.0, | |
| "step": 8450 | |
| }, | |
| { | |
| "entropy": 0.0466050231247209, | |
| "epoch": 13.536, | |
| "grad_norm": 0.42578125, | |
| "learning_rate": 3.4244444444444446e-06, | |
| "loss": 0.0269, | |
| "mean_token_accuracy": 0.9921470366418361, | |
| "num_tokens": 281981824.0, | |
| "step": 8460 | |
| }, | |
| { | |
| "entropy": 0.046762042271438986, | |
| "epoch": 13.552, | |
| "grad_norm": 0.4453125, | |
| "learning_rate": 3.4022222222222222e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9922975119203329, | |
| "num_tokens": 282317631.0, | |
| "step": 8470 | |
| }, | |
| { | |
| "entropy": 0.046874707494862375, | |
| "epoch": 13.568, | |
| "grad_norm": 0.3984375, | |
| "learning_rate": 3.3800000000000007e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9921759441494942, | |
| "num_tokens": 282646885.0, | |
| "step": 8480 | |
| }, | |
| { | |
| "entropy": 0.048530175734777005, | |
| "epoch": 13.584, | |
| "grad_norm": 0.462890625, | |
| "learning_rate": 3.3577777777777783e-06, | |
| "loss": 0.028, | |
| "mean_token_accuracy": 0.9918554745614528, | |
| "num_tokens": 282967621.0, | |
| "step": 8490 | |
| }, | |
| { | |
| "entropy": 0.046591929323039946, | |
| "epoch": 13.6, | |
| "grad_norm": 0.376953125, | |
| "learning_rate": 3.335555555555556e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9921377964317799, | |
| "num_tokens": 283300989.0, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 13.6, | |
| "eval_chemistry_entropy": 0.2317947347164154, | |
| "eval_chemistry_loss": 1.4032597541809082, | |
| "eval_chemistry_mean_token_accuracy": 0.7864612159729004, | |
| "eval_chemistry_num_tokens": 283300989.0, | |
| "eval_chemistry_runtime": 34.5942, | |
| "eval_chemistry_samples_per_second": 14.453, | |
| "eval_chemistry_steps_per_second": 3.613, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 13.6, | |
| "eval_physics_entropy": 0.17504956197738647, | |
| "eval_physics_loss": 1.1898363828659058, | |
| "eval_physics_mean_token_accuracy": 0.823625750541687, | |
| "eval_physics_num_tokens": 283300989.0, | |
| "eval_physics_runtime": 40.9425, | |
| "eval_physics_samples_per_second": 12.212, | |
| "eval_physics_steps_per_second": 3.053, | |
| "step": 8500 | |
| }, | |
| { | |
| "entropy": 0.04840943677118048, | |
| "epoch": 13.616, | |
| "grad_norm": 0.443359375, | |
| "learning_rate": 3.3133333333333335e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9918745446950197, | |
| "num_tokens": 283627913.0, | |
| "step": 8510 | |
| }, | |
| { | |
| "entropy": 0.04781493510818109, | |
| "epoch": 13.632, | |
| "grad_norm": 0.421875, | |
| "learning_rate": 3.2911111111111116e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9918079081922769, | |
| "num_tokens": 283958337.0, | |
| "step": 8520 | |
| }, | |
| { | |
| "entropy": 0.045751148799899964, | |
| "epoch": 13.648, | |
| "grad_norm": 0.453125, | |
| "learning_rate": 3.268888888888889e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.9921128552407026, | |
| "num_tokens": 284295898.0, | |
| "step": 8530 | |
| }, | |
| { | |
| "entropy": 0.04728087403345853, | |
| "epoch": 13.664, | |
| "grad_norm": 0.439453125, | |
| "learning_rate": 3.2466666666666668e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9919241178780794, | |
| "num_tokens": 284622683.0, | |
| "step": 8540 | |
| }, | |
| { | |
| "entropy": 0.04760847404832021, | |
| "epoch": 13.68, | |
| "grad_norm": 0.48046875, | |
| "learning_rate": 3.2244444444444444e-06, | |
| "loss": 0.0272, | |
| "mean_token_accuracy": 0.9920303765684366, | |
| "num_tokens": 284954820.0, | |
| "step": 8550 | |
| }, | |
| { | |
| "entropy": 0.04592409890610725, | |
| "epoch": 13.696, | |
| "grad_norm": 0.462890625, | |
| "learning_rate": 3.202222222222223e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9922276195138693, | |
| "num_tokens": 285290884.0, | |
| "step": 8560 | |
| }, | |
| { | |
| "entropy": 0.047011823602952064, | |
| "epoch": 13.712, | |
| "grad_norm": 0.390625, | |
| "learning_rate": 3.1800000000000005e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9920003108680249, | |
| "num_tokens": 285624637.0, | |
| "step": 8570 | |
| }, | |
| { | |
| "entropy": 0.0472241434501484, | |
| "epoch": 13.728, | |
| "grad_norm": 0.3984375, | |
| "learning_rate": 3.157777777777778e-06, | |
| "loss": 0.0269, | |
| "mean_token_accuracy": 0.9919873371720314, | |
| "num_tokens": 285960562.0, | |
| "step": 8580 | |
| }, | |
| { | |
| "entropy": 0.04670818275772035, | |
| "epoch": 13.744, | |
| "grad_norm": 0.423828125, | |
| "learning_rate": 3.1355555555555557e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.991954792663455, | |
| "num_tokens": 286293490.0, | |
| "step": 8590 | |
| }, | |
| { | |
| "entropy": 0.046361166355200115, | |
| "epoch": 13.76, | |
| "grad_norm": 0.37890625, | |
| "learning_rate": 3.1133333333333337e-06, | |
| "loss": 0.0267, | |
| "mean_token_accuracy": 0.9920958980917931, | |
| "num_tokens": 286630530.0, | |
| "step": 8600 | |
| }, | |
| { | |
| "epoch": 13.76, | |
| "eval_chemistry_entropy": 0.23179515421390534, | |
| "eval_chemistry_loss": 1.4032371044158936, | |
| "eval_chemistry_mean_token_accuracy": 0.7865589370727539, | |
| "eval_chemistry_num_tokens": 286630530.0, | |
| "eval_chemistry_runtime": 34.6172, | |
| "eval_chemistry_samples_per_second": 14.444, | |
| "eval_chemistry_steps_per_second": 3.611, | |
| "step": 8600 | |
| }, | |
| { | |
| "epoch": 13.76, | |
| "eval_physics_entropy": 0.17493844276666642, | |
| "eval_physics_loss": 1.1899559497833252, | |
| "eval_physics_mean_token_accuracy": 0.8236779232025147, | |
| "eval_physics_num_tokens": 286630530.0, | |
| "eval_physics_runtime": 41.2312, | |
| "eval_physics_samples_per_second": 12.127, | |
| "eval_physics_steps_per_second": 3.032, | |
| "step": 8600 | |
| }, | |
| { | |
| "entropy": 0.04748656039591879, | |
| "epoch": 13.776, | |
| "grad_norm": 0.4453125, | |
| "learning_rate": 3.0911111111111114e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9919046938419342, | |
| "num_tokens": 286962647.0, | |
| "step": 8610 | |
| }, | |
| { | |
| "entropy": 0.045754980435594915, | |
| "epoch": 13.792, | |
| "grad_norm": 0.427734375, | |
| "learning_rate": 3.068888888888889e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.9922747708857059, | |
| "num_tokens": 287300408.0, | |
| "step": 8620 | |
| }, | |
| { | |
| "entropy": 0.046366979146841916, | |
| "epoch": 13.808, | |
| "grad_norm": 0.451171875, | |
| "learning_rate": 3.0466666666666666e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9920321416109801, | |
| "num_tokens": 287633713.0, | |
| "step": 8630 | |
| }, | |
| { | |
| "entropy": 0.04801953637506813, | |
| "epoch": 13.824, | |
| "grad_norm": 0.41015625, | |
| "learning_rate": 3.024444444444445e-06, | |
| "loss": 0.0281, | |
| "mean_token_accuracy": 0.9918234799057245, | |
| "num_tokens": 287956523.0, | |
| "step": 8640 | |
| }, | |
| { | |
| "entropy": 0.04689986879238859, | |
| "epoch": 13.84, | |
| "grad_norm": 0.416015625, | |
| "learning_rate": 3.0022222222222227e-06, | |
| "loss": 0.0276, | |
| "mean_token_accuracy": 0.9920868016779423, | |
| "num_tokens": 288285017.0, | |
| "step": 8650 | |
| }, | |
| { | |
| "entropy": 0.04772832897724584, | |
| "epoch": 13.856, | |
| "grad_norm": 0.435546875, | |
| "learning_rate": 2.9800000000000003e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9917003199458122, | |
| "num_tokens": 288610143.0, | |
| "step": 8660 | |
| }, | |
| { | |
| "entropy": 0.04366730636684224, | |
| "epoch": 13.872, | |
| "grad_norm": 0.38671875, | |
| "learning_rate": 2.957777777777778e-06, | |
| "loss": 0.0253, | |
| "mean_token_accuracy": 0.9928082872182131, | |
| "num_tokens": 288969251.0, | |
| "step": 8670 | |
| }, | |
| { | |
| "entropy": 0.046243089984636755, | |
| "epoch": 13.888, | |
| "grad_norm": 0.453125, | |
| "learning_rate": 2.935555555555556e-06, | |
| "loss": 0.0264, | |
| "mean_token_accuracy": 0.9922671038657427, | |
| "num_tokens": 289312553.0, | |
| "step": 8680 | |
| }, | |
| { | |
| "entropy": 0.04785272516310215, | |
| "epoch": 13.904, | |
| "grad_norm": 0.41015625, | |
| "learning_rate": 2.9133333333333335e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9920256718993187, | |
| "num_tokens": 289644642.0, | |
| "step": 8690 | |
| }, | |
| { | |
| "entropy": 0.04700564269442111, | |
| "epoch": 13.92, | |
| "grad_norm": 0.427734375, | |
| "learning_rate": 2.891111111111111e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9920411620289087, | |
| "num_tokens": 289980456.0, | |
| "step": 8700 | |
| }, | |
| { | |
| "epoch": 13.92, | |
| "eval_chemistry_entropy": 0.23111346340179442, | |
| "eval_chemistry_loss": 1.4026784896850586, | |
| "eval_chemistry_mean_token_accuracy": 0.7865741834640503, | |
| "eval_chemistry_num_tokens": 289980456.0, | |
| "eval_chemistry_runtime": 34.6063, | |
| "eval_chemistry_samples_per_second": 14.448, | |
| "eval_chemistry_steps_per_second": 3.612, | |
| "step": 8700 | |
| }, | |
| { | |
| "epoch": 13.92, | |
| "eval_physics_entropy": 0.1744995818734169, | |
| "eval_physics_loss": 1.189294457435608, | |
| "eval_physics_mean_token_accuracy": 0.8236797914505005, | |
| "eval_physics_num_tokens": 289980456.0, | |
| "eval_physics_runtime": 41.2501, | |
| "eval_physics_samples_per_second": 12.121, | |
| "eval_physics_steps_per_second": 3.03, | |
| "step": 8700 | |
| }, | |
| { | |
| "entropy": 0.04785891758510843, | |
| "epoch": 13.936, | |
| "grad_norm": 0.453125, | |
| "learning_rate": 2.868888888888889e-06, | |
| "loss": 0.0278, | |
| "mean_token_accuracy": 0.9918517608195543, | |
| "num_tokens": 290305589.0, | |
| "step": 8710 | |
| }, | |
| { | |
| "entropy": 0.046141260163858534, | |
| "epoch": 13.952, | |
| "grad_norm": 0.42578125, | |
| "learning_rate": 2.8466666666666672e-06, | |
| "loss": 0.0267, | |
| "mean_token_accuracy": 0.9921846803277731, | |
| "num_tokens": 290646288.0, | |
| "step": 8720 | |
| }, | |
| { | |
| "entropy": 0.04761830334318802, | |
| "epoch": 13.968, | |
| "grad_norm": 0.455078125, | |
| "learning_rate": 2.824444444444445e-06, | |
| "loss": 0.0276, | |
| "mean_token_accuracy": 0.9919141631573438, | |
| "num_tokens": 290975813.0, | |
| "step": 8730 | |
| }, | |
| { | |
| "entropy": 0.04500821526162326, | |
| "epoch": 13.984, | |
| "grad_norm": 0.58203125, | |
| "learning_rate": 2.8022222222222225e-06, | |
| "loss": 0.0264, | |
| "mean_token_accuracy": 0.9924173794686795, | |
| "num_tokens": 291322505.0, | |
| "step": 8740 | |
| }, | |
| { | |
| "entropy": 0.047368002007715404, | |
| "epoch": 14.0, | |
| "grad_norm": 0.45703125, | |
| "learning_rate": 2.7800000000000005e-06, | |
| "loss": 0.0276, | |
| "mean_token_accuracy": 0.9918529242277145, | |
| "num_tokens": 291650072.0, | |
| "step": 8750 | |
| }, | |
| { | |
| "entropy": 0.04701939327642322, | |
| "epoch": 14.016, | |
| "grad_norm": 0.39453125, | |
| "learning_rate": 2.757777777777778e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.992370355129242, | |
| "num_tokens": 291981477.0, | |
| "step": 8760 | |
| }, | |
| { | |
| "entropy": 0.04676372940884903, | |
| "epoch": 14.032, | |
| "grad_norm": 0.392578125, | |
| "learning_rate": 2.7355555555555557e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.9923609357327223, | |
| "num_tokens": 292315484.0, | |
| "step": 8770 | |
| }, | |
| { | |
| "entropy": 0.045877280598506334, | |
| "epoch": 14.048, | |
| "grad_norm": 0.44140625, | |
| "learning_rate": 2.7133333333333333e-06, | |
| "loss": 0.0265, | |
| "mean_token_accuracy": 0.9922053273767233, | |
| "num_tokens": 292652863.0, | |
| "step": 8780 | |
| }, | |
| { | |
| "entropy": 0.04796519298106432, | |
| "epoch": 14.064, | |
| "grad_norm": 0.427734375, | |
| "learning_rate": 2.6911111111111114e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9919871296733618, | |
| "num_tokens": 292979970.0, | |
| "step": 8790 | |
| }, | |
| { | |
| "entropy": 0.045646668074186894, | |
| "epoch": 14.08, | |
| "grad_norm": 0.38671875, | |
| "learning_rate": 2.6688888888888894e-06, | |
| "loss": 0.0266, | |
| "mean_token_accuracy": 0.992378706112504, | |
| "num_tokens": 293317333.0, | |
| "step": 8800 | |
| }, | |
| { | |
| "epoch": 14.08, | |
| "eval_chemistry_entropy": 0.23110914415121078, | |
| "eval_chemistry_loss": 1.4031108617782593, | |
| "eval_chemistry_mean_token_accuracy": 0.7866686191558838, | |
| "eval_chemistry_num_tokens": 293317333.0, | |
| "eval_chemistry_runtime": 34.6093, | |
| "eval_chemistry_samples_per_second": 14.447, | |
| "eval_chemistry_steps_per_second": 3.612, | |
| "step": 8800 | |
| }, | |
| { | |
| "epoch": 14.08, | |
| "eval_physics_entropy": 0.174433416724205, | |
| "eval_physics_loss": 1.18995201587677, | |
| "eval_physics_mean_token_accuracy": 0.8236737580299377, | |
| "eval_physics_num_tokens": 293317333.0, | |
| "eval_physics_runtime": 41.2302, | |
| "eval_physics_samples_per_second": 12.127, | |
| "eval_physics_steps_per_second": 3.032, | |
| "step": 8800 | |
| }, | |
| { | |
| "entropy": 0.04783440825995058, | |
| "epoch": 14.096, | |
| "grad_norm": 0.412109375, | |
| "learning_rate": 2.646666666666667e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9921569172292948, | |
| "num_tokens": 293645713.0, | |
| "step": 8810 | |
| }, | |
| { | |
| "entropy": 0.04583299480145797, | |
| "epoch": 14.112, | |
| "grad_norm": 0.37890625, | |
| "learning_rate": 2.6244444444444446e-06, | |
| "loss": 0.0265, | |
| "mean_token_accuracy": 0.9924966610968113, | |
| "num_tokens": 293983358.0, | |
| "step": 8820 | |
| }, | |
| { | |
| "entropy": 0.04600594906369224, | |
| "epoch": 14.128, | |
| "grad_norm": 0.376953125, | |
| "learning_rate": 2.6022222222222227e-06, | |
| "loss": 0.0263, | |
| "mean_token_accuracy": 0.9923935204744339, | |
| "num_tokens": 294323665.0, | |
| "step": 8830 | |
| }, | |
| { | |
| "entropy": 0.047379521862603725, | |
| "epoch": 14.144, | |
| "grad_norm": 0.416015625, | |
| "learning_rate": 2.5800000000000003e-06, | |
| "loss": 0.0275, | |
| "mean_token_accuracy": 0.9921382214874029, | |
| "num_tokens": 294649185.0, | |
| "step": 8840 | |
| }, | |
| { | |
| "entropy": 0.047153377044014635, | |
| "epoch": 14.16, | |
| "grad_norm": 0.41015625, | |
| "learning_rate": 2.557777777777778e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9922716565430164, | |
| "num_tokens": 294980633.0, | |
| "step": 8850 | |
| }, | |
| { | |
| "entropy": 0.04657066201325506, | |
| "epoch": 14.176, | |
| "grad_norm": 0.419921875, | |
| "learning_rate": 2.5355555555555555e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.9923305183649063, | |
| "num_tokens": 295315635.0, | |
| "step": 8860 | |
| }, | |
| { | |
| "entropy": 0.04656577772693708, | |
| "epoch": 14.192, | |
| "grad_norm": 0.392578125, | |
| "learning_rate": 2.5133333333333336e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.9922851853072643, | |
| "num_tokens": 295650654.0, | |
| "step": 8870 | |
| }, | |
| { | |
| "entropy": 0.04785572569817305, | |
| "epoch": 14.208, | |
| "grad_norm": 0.41796875, | |
| "learning_rate": 2.491111111111111e-06, | |
| "loss": 0.0276, | |
| "mean_token_accuracy": 0.991978519782424, | |
| "num_tokens": 295975765.0, | |
| "step": 8880 | |
| }, | |
| { | |
| "entropy": 0.04786907739471644, | |
| "epoch": 14.224, | |
| "grad_norm": 0.416015625, | |
| "learning_rate": 2.468888888888889e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9921110771596432, | |
| "num_tokens": 296299671.0, | |
| "step": 8890 | |
| }, | |
| { | |
| "entropy": 0.04755596778122708, | |
| "epoch": 14.24, | |
| "grad_norm": 0.419921875, | |
| "learning_rate": 2.446666666666667e-06, | |
| "loss": 0.0275, | |
| "mean_token_accuracy": 0.9921339806169271, | |
| "num_tokens": 296627350.0, | |
| "step": 8900 | |
| }, | |
| { | |
| "epoch": 14.24, | |
| "eval_chemistry_entropy": 0.23117413228750228, | |
| "eval_chemistry_loss": 1.403738260269165, | |
| "eval_chemistry_mean_token_accuracy": 0.7866291980743408, | |
| "eval_chemistry_num_tokens": 296627350.0, | |
| "eval_chemistry_runtime": 34.6039, | |
| "eval_chemistry_samples_per_second": 14.449, | |
| "eval_chemistry_steps_per_second": 3.612, | |
| "step": 8900 | |
| }, | |
| { | |
| "epoch": 14.24, | |
| "eval_physics_entropy": 0.17450073474645614, | |
| "eval_physics_loss": 1.1902495622634888, | |
| "eval_physics_mean_token_accuracy": 0.823687020778656, | |
| "eval_physics_num_tokens": 296627350.0, | |
| "eval_physics_runtime": 41.254, | |
| "eval_physics_samples_per_second": 12.12, | |
| "eval_physics_steps_per_second": 3.03, | |
| "step": 8900 | |
| }, | |
| { | |
| "entropy": 0.04534710723673925, | |
| "epoch": 14.256, | |
| "grad_norm": 0.396484375, | |
| "learning_rate": 2.4244444444444444e-06, | |
| "loss": 0.0259, | |
| "mean_token_accuracy": 0.9924611084163188, | |
| "num_tokens": 296974800.0, | |
| "step": 8910 | |
| }, | |
| { | |
| "entropy": 0.0470557852066122, | |
| "epoch": 14.272, | |
| "grad_norm": 0.392578125, | |
| "learning_rate": 2.4022222222222225e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9922266885638237, | |
| "num_tokens": 297303400.0, | |
| "step": 8920 | |
| }, | |
| { | |
| "entropy": 0.04700539183104411, | |
| "epoch": 14.288, | |
| "grad_norm": 0.375, | |
| "learning_rate": 2.38e-06, | |
| "loss": 0.0269, | |
| "mean_token_accuracy": 0.992211253196001, | |
| "num_tokens": 297637511.0, | |
| "step": 8930 | |
| }, | |
| { | |
| "entropy": 0.04955838636960834, | |
| "epoch": 14.304, | |
| "grad_norm": 0.447265625, | |
| "learning_rate": 2.357777777777778e-06, | |
| "loss": 0.0283, | |
| "mean_token_accuracy": 0.9918044660240412, | |
| "num_tokens": 297955882.0, | |
| "step": 8940 | |
| }, | |
| { | |
| "entropy": 0.04762960836524144, | |
| "epoch": 14.32, | |
| "grad_norm": 0.40234375, | |
| "learning_rate": 2.3355555555555557e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.992082392051816, | |
| "num_tokens": 298287601.0, | |
| "step": 8950 | |
| }, | |
| { | |
| "entropy": 0.046825525944586846, | |
| "epoch": 14.336, | |
| "grad_norm": 0.47265625, | |
| "learning_rate": 2.3133333333333333e-06, | |
| "loss": 0.0267, | |
| "mean_token_accuracy": 0.9920855965465307, | |
| "num_tokens": 298625218.0, | |
| "step": 8960 | |
| }, | |
| { | |
| "entropy": 0.047198918892536315, | |
| "epoch": 14.352, | |
| "grad_norm": 0.46484375, | |
| "learning_rate": 2.2911111111111114e-06, | |
| "loss": 0.0272, | |
| "mean_token_accuracy": 0.9921624083071947, | |
| "num_tokens": 298955473.0, | |
| "step": 8970 | |
| }, | |
| { | |
| "entropy": 0.047780354809947315, | |
| "epoch": 14.368, | |
| "grad_norm": 0.443359375, | |
| "learning_rate": 2.268888888888889e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9920976348221302, | |
| "num_tokens": 299280026.0, | |
| "step": 8980 | |
| }, | |
| { | |
| "entropy": 0.04666613774606958, | |
| "epoch": 14.384, | |
| "grad_norm": 0.4140625, | |
| "learning_rate": 2.2466666666666666e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9921989075839519, | |
| "num_tokens": 299612135.0, | |
| "step": 8990 | |
| }, | |
| { | |
| "entropy": 0.04387344506103545, | |
| "epoch": 14.4, | |
| "grad_norm": 0.390625, | |
| "learning_rate": 2.2244444444444447e-06, | |
| "loss": 0.0254, | |
| "mean_token_accuracy": 0.9928333893418312, | |
| "num_tokens": 299967668.0, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 14.4, | |
| "eval_chemistry_entropy": 0.23094946533441543, | |
| "eval_chemistry_loss": 1.4041998386383057, | |
| "eval_chemistry_mean_token_accuracy": 0.7865245981216431, | |
| "eval_chemistry_num_tokens": 299967668.0, | |
| "eval_chemistry_runtime": 34.6044, | |
| "eval_chemistry_samples_per_second": 14.449, | |
| "eval_chemistry_steps_per_second": 3.612, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 14.4, | |
| "eval_physics_entropy": 0.17434898179769515, | |
| "eval_physics_loss": 1.190666913986206, | |
| "eval_physics_mean_token_accuracy": 0.8236196632385254, | |
| "eval_physics_num_tokens": 299967668.0, | |
| "eval_physics_runtime": 40.9418, | |
| "eval_physics_samples_per_second": 12.212, | |
| "eval_physics_steps_per_second": 3.053, | |
| "step": 9000 | |
| }, | |
| { | |
| "entropy": 0.04618626976152882, | |
| "epoch": 14.416, | |
| "grad_norm": 0.40234375, | |
| "learning_rate": 2.2022222222222227e-06, | |
| "loss": 0.0266, | |
| "mean_token_accuracy": 0.9922905556857586, | |
| "num_tokens": 300305666.0, | |
| "step": 9010 | |
| }, | |
| { | |
| "entropy": 0.046593683981336655, | |
| "epoch": 14.432, | |
| "grad_norm": 0.419921875, | |
| "learning_rate": 2.1800000000000003e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9923408150672912, | |
| "num_tokens": 300637055.0, | |
| "step": 9020 | |
| }, | |
| { | |
| "entropy": 0.04682989446446299, | |
| "epoch": 14.448, | |
| "grad_norm": 0.43359375, | |
| "learning_rate": 2.157777777777778e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9921644061803818, | |
| "num_tokens": 300967148.0, | |
| "step": 9030 | |
| }, | |
| { | |
| "entropy": 0.04802712860982865, | |
| "epoch": 14.464, | |
| "grad_norm": 0.443359375, | |
| "learning_rate": 2.1355555555555555e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9919784449040889, | |
| "num_tokens": 301295976.0, | |
| "step": 9040 | |
| }, | |
| { | |
| "entropy": 0.047026652726344764, | |
| "epoch": 14.48, | |
| "grad_norm": 0.404296875, | |
| "learning_rate": 2.1133333333333336e-06, | |
| "loss": 0.0272, | |
| "mean_token_accuracy": 0.9922332696616649, | |
| "num_tokens": 301626993.0, | |
| "step": 9050 | |
| }, | |
| { | |
| "entropy": 0.046344331128057095, | |
| "epoch": 14.496, | |
| "grad_norm": 0.4375, | |
| "learning_rate": 2.091111111111111e-06, | |
| "loss": 0.0265, | |
| "mean_token_accuracy": 0.9921721555292606, | |
| "num_tokens": 301965972.0, | |
| "step": 9060 | |
| }, | |
| { | |
| "entropy": 0.0472197690512985, | |
| "epoch": 14.512, | |
| "grad_norm": 0.4296875, | |
| "learning_rate": 2.0688888888888892e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9923027787357569, | |
| "num_tokens": 302299045.0, | |
| "step": 9070 | |
| }, | |
| { | |
| "entropy": 0.04541057139867917, | |
| "epoch": 14.528, | |
| "grad_norm": 0.451171875, | |
| "learning_rate": 2.046666666666667e-06, | |
| "loss": 0.0263, | |
| "mean_token_accuracy": 0.9924955647438765, | |
| "num_tokens": 302641339.0, | |
| "step": 9080 | |
| }, | |
| { | |
| "entropy": 0.048486329230945556, | |
| "epoch": 14.544, | |
| "grad_norm": 0.427734375, | |
| "learning_rate": 2.024444444444445e-06, | |
| "loss": 0.0278, | |
| "mean_token_accuracy": 0.9918663572520018, | |
| "num_tokens": 302965245.0, | |
| "step": 9090 | |
| }, | |
| { | |
| "entropy": 0.04650490303756669, | |
| "epoch": 14.56, | |
| "grad_norm": 0.40625, | |
| "learning_rate": 2.0022222222222225e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9922069352120161, | |
| "num_tokens": 303296013.0, | |
| "step": 9100 | |
| }, | |
| { | |
| "epoch": 14.56, | |
| "eval_chemistry_entropy": 0.2310245249271393, | |
| "eval_chemistry_loss": 1.404402256011963, | |
| "eval_chemistry_mean_token_accuracy": 0.7866413993835449, | |
| "eval_chemistry_num_tokens": 303296013.0, | |
| "eval_chemistry_runtime": 34.5897, | |
| "eval_chemistry_samples_per_second": 14.455, | |
| "eval_chemistry_steps_per_second": 3.614, | |
| "step": 9100 | |
| }, | |
| { | |
| "epoch": 14.56, | |
| "eval_physics_entropy": 0.1744271154999733, | |
| "eval_physics_loss": 1.1907479763031006, | |
| "eval_physics_mean_token_accuracy": 0.8237457370758057, | |
| "eval_physics_num_tokens": 303296013.0, | |
| "eval_physics_runtime": 41.2146, | |
| "eval_physics_samples_per_second": 12.132, | |
| "eval_physics_steps_per_second": 3.033, | |
| "step": 9100 | |
| }, | |
| { | |
| "entropy": 0.04655418993206695, | |
| "epoch": 14.576, | |
| "grad_norm": 0.4609375, | |
| "learning_rate": 1.98e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9922778684645891, | |
| "num_tokens": 303627551.0, | |
| "step": 9110 | |
| }, | |
| { | |
| "entropy": 0.04656230836408213, | |
| "epoch": 14.592, | |
| "grad_norm": 0.423828125, | |
| "learning_rate": 1.9577777777777777e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9922937303781509, | |
| "num_tokens": 303957592.0, | |
| "step": 9120 | |
| }, | |
| { | |
| "entropy": 0.04746072359848767, | |
| "epoch": 14.608, | |
| "grad_norm": 0.419921875, | |
| "learning_rate": 1.9355555555555558e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9921062760055065, | |
| "num_tokens": 304286763.0, | |
| "step": 9130 | |
| }, | |
| { | |
| "entropy": 0.046136400720570236, | |
| "epoch": 14.624, | |
| "grad_norm": 0.40625, | |
| "learning_rate": 1.9133333333333334e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.9922884847968817, | |
| "num_tokens": 304621198.0, | |
| "step": 9140 | |
| }, | |
| { | |
| "entropy": 0.046801235247403386, | |
| "epoch": 14.64, | |
| "grad_norm": 0.41015625, | |
| "learning_rate": 1.8911111111111114e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.9921584818512201, | |
| "num_tokens": 304956952.0, | |
| "step": 9150 | |
| }, | |
| { | |
| "entropy": 0.047246238612569866, | |
| "epoch": 14.656, | |
| "grad_norm": 0.435546875, | |
| "learning_rate": 1.868888888888889e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9922087162733078, | |
| "num_tokens": 305289637.0, | |
| "step": 9160 | |
| }, | |
| { | |
| "entropy": 0.04670299170538783, | |
| "epoch": 14.672, | |
| "grad_norm": 0.3984375, | |
| "learning_rate": 1.8466666666666668e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.992400411888957, | |
| "num_tokens": 305622714.0, | |
| "step": 9170 | |
| }, | |
| { | |
| "entropy": 0.046416766697075215, | |
| "epoch": 14.688, | |
| "grad_norm": 0.453125, | |
| "learning_rate": 1.8244444444444445e-06, | |
| "loss": 0.0263, | |
| "mean_token_accuracy": 0.9922697741538287, | |
| "num_tokens": 305964941.0, | |
| "step": 9180 | |
| }, | |
| { | |
| "entropy": 0.04615663911681622, | |
| "epoch": 14.704, | |
| "grad_norm": 0.45703125, | |
| "learning_rate": 1.8022222222222225e-06, | |
| "loss": 0.0268, | |
| "mean_token_accuracy": 0.9923350751399994, | |
| "num_tokens": 306300994.0, | |
| "step": 9190 | |
| }, | |
| { | |
| "entropy": 0.045685567730106416, | |
| "epoch": 14.72, | |
| "grad_norm": 0.3984375, | |
| "learning_rate": 1.7800000000000001e-06, | |
| "loss": 0.0261, | |
| "mean_token_accuracy": 0.9925338890403509, | |
| "num_tokens": 306645868.0, | |
| "step": 9200 | |
| }, | |
| { | |
| "epoch": 14.72, | |
| "eval_chemistry_entropy": 0.230956188082695, | |
| "eval_chemistry_loss": 1.4042856693267822, | |
| "eval_chemistry_mean_token_accuracy": 0.7865281295776367, | |
| "eval_chemistry_num_tokens": 306645868.0, | |
| "eval_chemistry_runtime": 34.6033, | |
| "eval_chemistry_samples_per_second": 14.449, | |
| "eval_chemistry_steps_per_second": 3.612, | |
| "step": 9200 | |
| }, | |
| { | |
| "epoch": 14.72, | |
| "eval_physics_entropy": 0.17433010345697403, | |
| "eval_physics_loss": 1.190711498260498, | |
| "eval_physics_mean_token_accuracy": 0.8236757984161377, | |
| "eval_physics_num_tokens": 306645868.0, | |
| "eval_physics_runtime": 41.6071, | |
| "eval_physics_samples_per_second": 12.017, | |
| "eval_physics_steps_per_second": 3.004, | |
| "step": 9200 | |
| }, | |
| { | |
| "entropy": 0.04692138609243557, | |
| "epoch": 14.736, | |
| "grad_norm": 0.455078125, | |
| "learning_rate": 1.757777777777778e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9920923925936223, | |
| "num_tokens": 306977882.0, | |
| "step": 9210 | |
| }, | |
| { | |
| "entropy": 0.046423110109753904, | |
| "epoch": 14.752, | |
| "grad_norm": 0.419921875, | |
| "learning_rate": 1.7355555555555555e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9922549232840538, | |
| "num_tokens": 307311785.0, | |
| "step": 9220 | |
| }, | |
| { | |
| "entropy": 0.04615975025808439, | |
| "epoch": 14.768, | |
| "grad_norm": 0.427734375, | |
| "learning_rate": 1.7133333333333336e-06, | |
| "loss": 0.0264, | |
| "mean_token_accuracy": 0.9923492431640625, | |
| "num_tokens": 307651731.0, | |
| "step": 9230 | |
| }, | |
| { | |
| "entropy": 0.04744623482692987, | |
| "epoch": 14.784, | |
| "grad_norm": 0.40234375, | |
| "learning_rate": 1.6911111111111112e-06, | |
| "loss": 0.0273, | |
| "mean_token_accuracy": 0.9919729132205248, | |
| "num_tokens": 307980649.0, | |
| "step": 9240 | |
| }, | |
| { | |
| "entropy": 0.04643636910477653, | |
| "epoch": 14.8, | |
| "grad_norm": 0.439453125, | |
| "learning_rate": 1.668888888888889e-06, | |
| "loss": 0.0269, | |
| "mean_token_accuracy": 0.9921998590230942, | |
| "num_tokens": 308314533.0, | |
| "step": 9250 | |
| }, | |
| { | |
| "entropy": 0.04688454223796725, | |
| "epoch": 14.816, | |
| "grad_norm": 0.408203125, | |
| "learning_rate": 1.6466666666666666e-06, | |
| "loss": 0.0272, | |
| "mean_token_accuracy": 0.9922893583774567, | |
| "num_tokens": 308646555.0, | |
| "step": 9260 | |
| }, | |
| { | |
| "entropy": 0.046201233624015, | |
| "epoch": 14.832, | |
| "grad_norm": 0.39453125, | |
| "learning_rate": 1.6244444444444447e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9922460056841373, | |
| "num_tokens": 308980075.0, | |
| "step": 9270 | |
| }, | |
| { | |
| "entropy": 0.04652195667149499, | |
| "epoch": 14.848, | |
| "grad_norm": 0.482421875, | |
| "learning_rate": 1.6022222222222223e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9921664882451295, | |
| "num_tokens": 309311253.0, | |
| "step": 9280 | |
| }, | |
| { | |
| "entropy": 0.04623570635449141, | |
| "epoch": 14.864, | |
| "grad_norm": 0.38671875, | |
| "learning_rate": 1.5800000000000001e-06, | |
| "loss": 0.0267, | |
| "mean_token_accuracy": 0.9922077853232623, | |
| "num_tokens": 309648387.0, | |
| "step": 9290 | |
| }, | |
| { | |
| "entropy": 0.04711627794895321, | |
| "epoch": 14.88, | |
| "grad_norm": 0.388671875, | |
| "learning_rate": 1.5577777777777777e-06, | |
| "loss": 0.0269, | |
| "mean_token_accuracy": 0.9920925341546536, | |
| "num_tokens": 309983882.0, | |
| "step": 9300 | |
| }, | |
| { | |
| "epoch": 14.88, | |
| "eval_chemistry_entropy": 0.231436703145504, | |
| "eval_chemistry_loss": 1.404557228088379, | |
| "eval_chemistry_mean_token_accuracy": 0.7867694778442382, | |
| "eval_chemistry_num_tokens": 309983882.0, | |
| "eval_chemistry_runtime": 34.5991, | |
| "eval_chemistry_samples_per_second": 14.451, | |
| "eval_chemistry_steps_per_second": 3.613, | |
| "step": 9300 | |
| }, | |
| { | |
| "epoch": 14.88, | |
| "eval_physics_entropy": 0.17477411526441575, | |
| "eval_physics_loss": 1.1908060312271118, | |
| "eval_physics_mean_token_accuracy": 0.8237089943885804, | |
| "eval_physics_num_tokens": 309983882.0, | |
| "eval_physics_runtime": 41.2609, | |
| "eval_physics_samples_per_second": 12.118, | |
| "eval_physics_steps_per_second": 3.03, | |
| "step": 9300 | |
| }, | |
| { | |
| "entropy": 0.04863139950903132, | |
| "epoch": 14.896, | |
| "grad_norm": 0.390625, | |
| "learning_rate": 1.5355555555555558e-06, | |
| "loss": 0.0275, | |
| "mean_token_accuracy": 0.9918009910732508, | |
| "num_tokens": 310310979.0, | |
| "step": 9310 | |
| }, | |
| { | |
| "entropy": 0.046743931679520755, | |
| "epoch": 14.912, | |
| "grad_norm": 0.37890625, | |
| "learning_rate": 1.5133333333333334e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9921553559601307, | |
| "num_tokens": 310643621.0, | |
| "step": 9320 | |
| }, | |
| { | |
| "entropy": 0.046375993068795654, | |
| "epoch": 14.928, | |
| "grad_norm": 0.396484375, | |
| "learning_rate": 1.4911111111111112e-06, | |
| "loss": 0.0266, | |
| "mean_token_accuracy": 0.9924283813685179, | |
| "num_tokens": 310982030.0, | |
| "step": 9330 | |
| }, | |
| { | |
| "entropy": 0.04733075440162793, | |
| "epoch": 14.943999999999999, | |
| "grad_norm": 0.41015625, | |
| "learning_rate": 1.468888888888889e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9921328749507665, | |
| "num_tokens": 311313876.0, | |
| "step": 9340 | |
| }, | |
| { | |
| "entropy": 0.04763160449219868, | |
| "epoch": 14.96, | |
| "grad_norm": 0.451171875, | |
| "learning_rate": 1.4466666666666669e-06, | |
| "loss": 0.0272, | |
| "mean_token_accuracy": 0.992208581790328, | |
| "num_tokens": 311645941.0, | |
| "step": 9350 | |
| }, | |
| { | |
| "entropy": 0.0466714451322332, | |
| "epoch": 14.975999999999999, | |
| "grad_norm": 0.435546875, | |
| "learning_rate": 1.4244444444444447e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9921425424516201, | |
| "num_tokens": 311978229.0, | |
| "step": 9360 | |
| }, | |
| { | |
| "entropy": 0.04626302561955527, | |
| "epoch": 14.992, | |
| "grad_norm": 0.42578125, | |
| "learning_rate": 1.4022222222222223e-06, | |
| "loss": 0.0267, | |
| "mean_token_accuracy": 0.9922904260456562, | |
| "num_tokens": 312316959.0, | |
| "step": 9370 | |
| }, | |
| { | |
| "entropy": 0.047080084250774236, | |
| "epoch": 15.008, | |
| "grad_norm": 0.408203125, | |
| "learning_rate": 1.3800000000000001e-06, | |
| "loss": 0.0269, | |
| "mean_token_accuracy": 0.9922917228192091, | |
| "num_tokens": 312652646.0, | |
| "step": 9380 | |
| }, | |
| { | |
| "entropy": 0.04765689440537244, | |
| "epoch": 15.024, | |
| "grad_norm": 0.421875, | |
| "learning_rate": 1.357777777777778e-06, | |
| "loss": 0.0277, | |
| "mean_token_accuracy": 0.9920204062014818, | |
| "num_tokens": 312975628.0, | |
| "step": 9390 | |
| }, | |
| { | |
| "entropy": 0.046637659368570894, | |
| "epoch": 15.04, | |
| "grad_norm": 0.427734375, | |
| "learning_rate": 1.3355555555555558e-06, | |
| "loss": 0.0272, | |
| "mean_token_accuracy": 0.9923853181302548, | |
| "num_tokens": 313307140.0, | |
| "step": 9400 | |
| }, | |
| { | |
| "epoch": 15.04, | |
| "eval_chemistry_entropy": 0.23140740382671357, | |
| "eval_chemistry_loss": 1.4044877290725708, | |
| "eval_chemistry_mean_token_accuracy": 0.7865885219573975, | |
| "eval_chemistry_num_tokens": 313307140.0, | |
| "eval_chemistry_runtime": 34.5824, | |
| "eval_chemistry_samples_per_second": 14.458, | |
| "eval_chemistry_steps_per_second": 3.615, | |
| "step": 9400 | |
| }, | |
| { | |
| "epoch": 15.04, | |
| "eval_physics_entropy": 0.17470828014612197, | |
| "eval_physics_loss": 1.1908527612686157, | |
| "eval_physics_mean_token_accuracy": 0.8236756443977356, | |
| "eval_physics_num_tokens": 313307140.0, | |
| "eval_physics_runtime": 41.22, | |
| "eval_physics_samples_per_second": 12.13, | |
| "eval_physics_steps_per_second": 3.033, | |
| "step": 9400 | |
| }, | |
| { | |
| "entropy": 0.04628250304376706, | |
| "epoch": 15.056, | |
| "grad_norm": 0.47265625, | |
| "learning_rate": 1.3133333333333334e-06, | |
| "loss": 0.0266, | |
| "mean_token_accuracy": 0.9923945918679238, | |
| "num_tokens": 313643562.0, | |
| "step": 9410 | |
| }, | |
| { | |
| "entropy": 0.04717752797296271, | |
| "epoch": 15.072, | |
| "grad_norm": 0.43359375, | |
| "learning_rate": 1.2911111111111112e-06, | |
| "loss": 0.0269, | |
| "mean_token_accuracy": 0.992208905518055, | |
| "num_tokens": 313978203.0, | |
| "step": 9420 | |
| }, | |
| { | |
| "entropy": 0.04706686328863725, | |
| "epoch": 15.088, | |
| "grad_norm": 0.416015625, | |
| "learning_rate": 1.268888888888889e-06, | |
| "loss": 0.0271, | |
| "mean_token_accuracy": 0.9921652182936669, | |
| "num_tokens": 314309111.0, | |
| "step": 9430 | |
| }, | |
| { | |
| "entropy": 0.04718129952671006, | |
| "epoch": 15.104, | |
| "grad_norm": 0.439453125, | |
| "learning_rate": 1.2466666666666667e-06, | |
| "loss": 0.0272, | |
| "mean_token_accuracy": 0.992178899422288, | |
| "num_tokens": 314640154.0, | |
| "step": 9440 | |
| }, | |
| { | |
| "entropy": 0.04655654202215374, | |
| "epoch": 15.12, | |
| "grad_norm": 0.39453125, | |
| "learning_rate": 1.2244444444444445e-06, | |
| "loss": 0.0266, | |
| "mean_token_accuracy": 0.9923786576837301, | |
| "num_tokens": 314976323.0, | |
| "step": 9450 | |
| }, | |
| { | |
| "entropy": 0.046580646361690015, | |
| "epoch": 15.136, | |
| "grad_norm": 0.41796875, | |
| "learning_rate": 1.2022222222222223e-06, | |
| "loss": 0.0267, | |
| "mean_token_accuracy": 0.992363540828228, | |
| "num_tokens": 315314587.0, | |
| "step": 9460 | |
| }, | |
| { | |
| "entropy": 0.04678839889820665, | |
| "epoch": 15.152, | |
| "grad_norm": 0.47265625, | |
| "learning_rate": 1.1800000000000001e-06, | |
| "loss": 0.027, | |
| "mean_token_accuracy": 0.9923653259873391, | |
| "num_tokens": 315647269.0, | |
| "step": 9470 | |
| }, | |
| { | |
| "entropy": 0.04674161525908858, | |
| "epoch": 15.168, | |
| "grad_norm": 0.421875, | |
| "learning_rate": 1.1577777777777778e-06, | |
| "loss": 0.0269, | |
| "mean_token_accuracy": 0.9921786695718765, | |
| "num_tokens": 315977897.0, | |
| "step": 9480 | |
| }, | |
| { | |
| "entropy": 0.04645551113644615, | |
| "epoch": 15.184, | |
| "grad_norm": 0.3828125, | |
| "learning_rate": 1.1355555555555558e-06, | |
| "loss": 0.0266, | |
| "mean_token_accuracy": 0.9924337957054377, | |
| "num_tokens": 316316256.0, | |
| "step": 9490 | |
| }, | |
| { | |
| "entropy": 0.04722816005814821, | |
| "epoch": 15.2, | |
| "grad_norm": 0.376953125, | |
| "learning_rate": 1.1133333333333334e-06, | |
| "loss": 0.0274, | |
| "mean_token_accuracy": 0.9920893721282482, | |
| "num_tokens": 316644438.0, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 15.2, | |
| "eval_chemistry_entropy": 0.23101960027217866, | |
| "eval_chemistry_loss": 1.4043958187103271, | |
| "eval_chemistry_mean_token_accuracy": 0.7865079116821289, | |
| "eval_chemistry_num_tokens": 316644438.0, | |
| "eval_chemistry_runtime": 34.5886, | |
| "eval_chemistry_samples_per_second": 14.456, | |
| "eval_chemistry_steps_per_second": 3.614, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 15.2, | |
| "eval_physics_entropy": 0.17439718753099442, | |
| "eval_physics_loss": 1.191015362739563, | |
| "eval_physics_mean_token_accuracy": 0.8236544723510743, | |
| "eval_physics_num_tokens": 316644438.0, | |
| "eval_physics_runtime": 40.9521, | |
| "eval_physics_samples_per_second": 12.209, | |
| "eval_physics_steps_per_second": 3.052, | |
| "step": 9500 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 10000, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 16, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 2.3567728651726307e+19, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |