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": 4.0, | |
| "eval_steps": 100, | |
| "global_step": 2500, | |
| "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 | |
| } | |
| ], | |
| "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": 6.198852282630476e+18, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |