Instructions to use JuliusFx/minicpmv4_5-lora-sft with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use JuliusFx/minicpmv4_5-lora-sft with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("openbmb/MiniCPM-V-4_5") model = PeftModel.from_pretrained(base_model, "JuliusFx/minicpmv4_5-lora-sft") - Transformers
How to use JuliusFx/minicpmv4_5-lora-sft with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="JuliusFx/minicpmv4_5-lora-sft") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("JuliusFx/minicpmv4_5-lora-sft", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use JuliusFx/minicpmv4_5-lora-sft with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "JuliusFx/minicpmv4_5-lora-sft" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "JuliusFx/minicpmv4_5-lora-sft", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/JuliusFx/minicpmv4_5-lora-sft
- SGLang
How to use JuliusFx/minicpmv4_5-lora-sft 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 "JuliusFx/minicpmv4_5-lora-sft" \ --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": "JuliusFx/minicpmv4_5-lora-sft", "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 "JuliusFx/minicpmv4_5-lora-sft" \ --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": "JuliusFx/minicpmv4_5-lora-sft", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use JuliusFx/minicpmv4_5-lora-sft with Docker Model Runner:
docker model run hf.co/JuliusFx/minicpmv4_5-lora-sft
| { | |
| "best_global_step": null, | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 6.0, | |
| "eval_steps": 500, | |
| "global_step": 252, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.023809523809523808, | |
| "grad_norm": 0.28116118907928467, | |
| "learning_rate": 0.0, | |
| "loss": 1.1129, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.047619047619047616, | |
| "grad_norm": 0.29382961988449097, | |
| "learning_rate": 1.153846153846154e-06, | |
| "loss": 1.1202, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.07142857142857142, | |
| "grad_norm": 0.276279091835022, | |
| "learning_rate": 2.307692307692308e-06, | |
| "loss": 1.1401, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.09523809523809523, | |
| "grad_norm": 0.29106155037879944, | |
| "learning_rate": 3.4615384615384617e-06, | |
| "loss": 1.1858, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.11904761904761904, | |
| "grad_norm": 0.2803880274295807, | |
| "learning_rate": 4.615384615384616e-06, | |
| "loss": 1.1457, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.14285714285714285, | |
| "grad_norm": 0.28456971049308777, | |
| "learning_rate": 5.76923076923077e-06, | |
| "loss": 1.0852, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.16666666666666666, | |
| "grad_norm": 0.2712933123111725, | |
| "learning_rate": 6.923076923076923e-06, | |
| "loss": 1.0493, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.19047619047619047, | |
| "grad_norm": 0.27702414989471436, | |
| "learning_rate": 8.076923076923077e-06, | |
| "loss": 1.0446, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.21428571428571427, | |
| "grad_norm": 0.2814911901950836, | |
| "learning_rate": 9.230769230769232e-06, | |
| "loss": 1.0696, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.23809523809523808, | |
| "grad_norm": 0.2962207794189453, | |
| "learning_rate": 1.0384615384615384e-05, | |
| "loss": 1.0993, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.2619047619047619, | |
| "grad_norm": 0.3378692865371704, | |
| "learning_rate": 1.153846153846154e-05, | |
| "loss": 1.127, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.2857142857142857, | |
| "grad_norm": 0.2905134856700897, | |
| "learning_rate": 1.2692307692307693e-05, | |
| "loss": 1.1312, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.30952380952380953, | |
| "grad_norm": 0.31969478726387024, | |
| "learning_rate": 1.3846153846153847e-05, | |
| "loss": 1.1252, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.3333333333333333, | |
| "grad_norm": 0.2979523241519928, | |
| "learning_rate": 1.5e-05, | |
| "loss": 1.1068, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.35714285714285715, | |
| "grad_norm": 0.3173041045665741, | |
| "learning_rate": 1.6153846153846154e-05, | |
| "loss": 1.1149, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.38095238095238093, | |
| "grad_norm": 0.32691124081611633, | |
| "learning_rate": 1.7307692307692306e-05, | |
| "loss": 1.146, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.40476190476190477, | |
| "grad_norm": 0.3304688334465027, | |
| "learning_rate": 1.8461538461538465e-05, | |
| "loss": 1.1602, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.42857142857142855, | |
| "grad_norm": 0.32470542192459106, | |
| "learning_rate": 1.9615384615384617e-05, | |
| "loss": 1.1232, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.4523809523809524, | |
| "grad_norm": 0.33648180961608887, | |
| "learning_rate": 2.076923076923077e-05, | |
| "loss": 1.1382, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.47619047619047616, | |
| "grad_norm": 0.3396536111831665, | |
| "learning_rate": 2.1923076923076924e-05, | |
| "loss": 1.2481, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "grad_norm": 0.3541926145553589, | |
| "learning_rate": 2.307692307692308e-05, | |
| "loss": 1.111, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.5238095238095238, | |
| "grad_norm": 0.36257779598236084, | |
| "learning_rate": 2.423076923076923e-05, | |
| "loss": 1.138, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.5476190476190477, | |
| "grad_norm": 0.3602922260761261, | |
| "learning_rate": 2.5384615384615386e-05, | |
| "loss": 1.0467, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.5714285714285714, | |
| "grad_norm": 0.39060717821121216, | |
| "learning_rate": 2.6538461538461538e-05, | |
| "loss": 1.1, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.5952380952380952, | |
| "grad_norm": 0.3968435525894165, | |
| "learning_rate": 2.7692307692307694e-05, | |
| "loss": 1.1138, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.6190476190476191, | |
| "grad_norm": 0.41629916429519653, | |
| "learning_rate": 2.884615384615385e-05, | |
| "loss": 1.0513, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.6428571428571429, | |
| "grad_norm": 0.4167330861091614, | |
| "learning_rate": 3e-05, | |
| "loss": 1.0623, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.6666666666666666, | |
| "grad_norm": 0.42382487654685974, | |
| "learning_rate": 2.999855077059572e-05, | |
| "loss": 1.1167, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.6904761904761905, | |
| "grad_norm": 0.43757516145706177, | |
| "learning_rate": 2.9994203362418313e-05, | |
| "loss": 1.1078, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.7142857142857143, | |
| "grad_norm": 0.4598352909088135, | |
| "learning_rate": 2.998695861552002e-05, | |
| "loss": 1.0382, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.7380952380952381, | |
| "grad_norm": 0.4605550467967987, | |
| "learning_rate": 2.9976817929807542e-05, | |
| "loss": 0.9906, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.7619047619047619, | |
| "grad_norm": 0.5748752355575562, | |
| "learning_rate": 2.996378326477153e-05, | |
| "loss": 1.0196, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.7857142857142857, | |
| "grad_norm": 0.47698867321014404, | |
| "learning_rate": 2.9947857139107964e-05, | |
| "loss": 1.0654, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.8095238095238095, | |
| "grad_norm": 0.475506454706192, | |
| "learning_rate": 2.992904263023146e-05, | |
| "loss": 0.9911, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.8333333333333334, | |
| "grad_norm": 0.4737609326839447, | |
| "learning_rate": 2.990734337368062e-05, | |
| "loss": 1.041, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.8571428571428571, | |
| "grad_norm": 0.4721866548061371, | |
| "learning_rate": 2.9882763562415518e-05, | |
| "loss": 0.9602, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.8809523809523809, | |
| "grad_norm": 0.47256630659103394, | |
| "learning_rate": 2.9855307946007532e-05, | |
| "loss": 0.9134, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.9047619047619048, | |
| "grad_norm": 0.49380165338516235, | |
| "learning_rate": 2.982498182972154e-05, | |
| "loss": 0.9797, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.9285714285714286, | |
| "grad_norm": 0.4870937168598175, | |
| "learning_rate": 2.9791791073490795e-05, | |
| "loss": 0.9693, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.9523809523809523, | |
| "grad_norm": 0.4636681079864502, | |
| "learning_rate": 2.9755742090784617e-05, | |
| "loss": 0.8875, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.9761904761904762, | |
| "grad_norm": 0.4943704307079315, | |
| "learning_rate": 2.9716841847369106e-05, | |
| "loss": 0.9243, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 0.5488421320915222, | |
| "learning_rate": 2.967509785996114e-05, | |
| "loss": 0.9337, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 1.0238095238095237, | |
| "grad_norm": 0.5011991858482361, | |
| "learning_rate": 2.963051819477592e-05, | |
| "loss": 0.9167, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 1.0476190476190477, | |
| "grad_norm": 0.45742085576057434, | |
| "learning_rate": 2.958311146596833e-05, | |
| "loss": 0.866, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 1.0714285714285714, | |
| "grad_norm": 0.47257000207901, | |
| "learning_rate": 2.953288683396841e-05, | |
| "loss": 0.8597, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 1.0952380952380953, | |
| "grad_norm": 0.44165483117103577, | |
| "learning_rate": 2.9479854003711298e-05, | |
| "loss": 0.8339, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 1.119047619047619, | |
| "grad_norm": 0.4865115284919739, | |
| "learning_rate": 2.9424023222761938e-05, | |
| "loss": 0.9022, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 1.1428571428571428, | |
| "grad_norm": 0.4433363974094391, | |
| "learning_rate": 2.9365405279334904e-05, | |
| "loss": 0.857, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 1.1666666666666667, | |
| "grad_norm": 0.4483701288700104, | |
| "learning_rate": 2.930401150020983e-05, | |
| "loss": 0.8316, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 1.1904761904761905, | |
| "grad_norm": 0.45240312814712524, | |
| "learning_rate": 2.9239853748542717e-05, | |
| "loss": 0.7974, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 1.2142857142857142, | |
| "grad_norm": 0.48092514276504517, | |
| "learning_rate": 2.9172944421573587e-05, | |
| "loss": 0.7941, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 1.2380952380952381, | |
| "grad_norm": 0.4520972669124603, | |
| "learning_rate": 2.9103296448230986e-05, | |
| "loss": 0.8205, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 1.2619047619047619, | |
| "grad_norm": 0.43941670656204224, | |
| "learning_rate": 2.9030923286633703e-05, | |
| "loss": 0.809, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 1.2857142857142856, | |
| "grad_norm": 0.4921863079071045, | |
| "learning_rate": 2.8955838921490252e-05, | |
| "loss": 0.8192, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 1.3095238095238095, | |
| "grad_norm": 0.4463539719581604, | |
| "learning_rate": 2.8878057861396606e-05, | |
| "loss": 0.8358, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 1.3333333333333333, | |
| "grad_norm": 0.463927686214447, | |
| "learning_rate": 2.8797595136032675e-05, | |
| "loss": 0.8458, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 1.3571428571428572, | |
| "grad_norm": 0.44254210591316223, | |
| "learning_rate": 2.8714466293258142e-05, | |
| "loss": 0.7023, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 1.380952380952381, | |
| "grad_norm": 0.44470295310020447, | |
| "learning_rate": 2.8628687396108107e-05, | |
| "loss": 0.7205, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 1.4047619047619047, | |
| "grad_norm": 0.4261890947818756, | |
| "learning_rate": 2.8540275019689237e-05, | |
| "loss": 0.7707, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 1.4285714285714286, | |
| "grad_norm": 0.47844111919403076, | |
| "learning_rate": 2.8449246247976947e-05, | |
| "loss": 0.7681, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 1.4523809523809523, | |
| "grad_norm": 0.485981285572052, | |
| "learning_rate": 2.835561867051426e-05, | |
| "loss": 0.7262, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 1.4761904761904763, | |
| "grad_norm": 0.47706907987594604, | |
| "learning_rate": 2.825941037901294e-05, | |
| "loss": 0.7139, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "grad_norm": 0.4486680030822754, | |
| "learning_rate": 2.816063996385765e-05, | |
| "loss": 0.7122, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 1.5238095238095237, | |
| "grad_norm": 0.4582575857639313, | |
| "learning_rate": 2.805932651051372e-05, | |
| "loss": 0.6618, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 1.5476190476190477, | |
| "grad_norm": 0.4188469648361206, | |
| "learning_rate": 2.7955489595839228e-05, | |
| "loss": 0.6886, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 1.5714285714285714, | |
| "grad_norm": 0.45904433727264404, | |
| "learning_rate": 2.784914928430218e-05, | |
| "loss": 0.6671, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 1.5952380952380953, | |
| "grad_norm": 0.455920934677124, | |
| "learning_rate": 2.7740326124103416e-05, | |
| "loss": 0.6745, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 1.619047619047619, | |
| "grad_norm": 0.44718676805496216, | |
| "learning_rate": 2.762904114320609e-05, | |
| "loss": 0.6736, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 1.6428571428571428, | |
| "grad_norm": 0.44715356826782227, | |
| "learning_rate": 2.751531584527241e-05, | |
| "loss": 0.6702, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 1.6666666666666665, | |
| "grad_norm": 0.46412724256515503, | |
| "learning_rate": 2.7399172205508476e-05, | |
| "loss": 0.6182, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 1.6904761904761905, | |
| "grad_norm": 0.4637816846370697, | |
| "learning_rate": 2.7280632666418013e-05, | |
| "loss": 0.6125, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 1.7142857142857144, | |
| "grad_norm": 0.43852296471595764, | |
| "learning_rate": 2.715972013346576e-05, | |
| "loss": 0.6306, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 1.7380952380952381, | |
| "grad_norm": 0.4781780540943146, | |
| "learning_rate": 2.703645797065147e-05, | |
| "loss": 0.6379, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 1.7619047619047619, | |
| "grad_norm": 0.45325422286987305, | |
| "learning_rate": 2.6910869995995247e-05, | |
| "loss": 0.6164, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 1.7857142857142856, | |
| "grad_norm": 0.4447559416294098, | |
| "learning_rate": 2.678298047693518e-05, | |
| "loss": 0.6486, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 1.8095238095238095, | |
| "grad_norm": 0.4800730347633362, | |
| "learning_rate": 2.6652814125638142e-05, | |
| "loss": 0.5419, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 1.8333333333333335, | |
| "grad_norm": 0.4950225353240967, | |
| "learning_rate": 2.652039609422463e-05, | |
| "loss": 0.6572, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 1.8571428571428572, | |
| "grad_norm": 0.4797077476978302, | |
| "learning_rate": 2.638575196990862e-05, | |
| "loss": 0.5417, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 1.880952380952381, | |
| "grad_norm": 0.5117254257202148, | |
| "learning_rate": 2.624890777005332e-05, | |
| "loss": 0.6147, | |
| "step": 79 | |
| }, | |
| { | |
| "epoch": 1.9047619047619047, | |
| "grad_norm": 0.49460187554359436, | |
| "learning_rate": 2.6109889937143828e-05, | |
| "loss": 0.5439, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 1.9285714285714286, | |
| "grad_norm": 0.455595999956131, | |
| "learning_rate": 2.5968725333677628e-05, | |
| "loss": 0.5177, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 1.9523809523809523, | |
| "grad_norm": 0.4988625645637512, | |
| "learning_rate": 2.582544123697395e-05, | |
| "loss": 0.4811, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 1.9761904761904763, | |
| "grad_norm": 0.55754154920578, | |
| "learning_rate": 2.568006533390295e-05, | |
| "loss": 0.5444, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.5739458799362183, | |
| "learning_rate": 2.5532625715535733e-05, | |
| "loss": 0.5936, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 2.0238095238095237, | |
| "grad_norm": 0.47513002157211304, | |
| "learning_rate": 2.5383150871716342e-05, | |
| "loss": 0.5242, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 2.0476190476190474, | |
| "grad_norm": 0.5243293642997742, | |
| "learning_rate": 2.5231669685556636e-05, | |
| "loss": 0.5182, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 2.0714285714285716, | |
| "grad_norm": 0.4926926791667938, | |
| "learning_rate": 2.507821142785516e-05, | |
| "loss": 0.4948, | |
| "step": 87 | |
| }, | |
| { | |
| "epoch": 2.0952380952380953, | |
| "grad_norm": 0.49989083409309387, | |
| "learning_rate": 2.4922805751441174e-05, | |
| "loss": 0.4448, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 2.119047619047619, | |
| "grad_norm": 0.49200865626335144, | |
| "learning_rate": 2.4765482685444786e-05, | |
| "loss": 0.486, | |
| "step": 89 | |
| }, | |
| { | |
| "epoch": 2.142857142857143, | |
| "grad_norm": 0.5504772067070007, | |
| "learning_rate": 2.460627262949443e-05, | |
| "loss": 0.4386, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 2.1666666666666665, | |
| "grad_norm": 0.5244171023368835, | |
| "learning_rate": 2.4445206347842714e-05, | |
| "loss": 0.4779, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 2.1904761904761907, | |
| "grad_norm": 0.573525071144104, | |
| "learning_rate": 2.428231496342181e-05, | |
| "loss": 0.5095, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 2.2142857142857144, | |
| "grad_norm": 0.5168107151985168, | |
| "learning_rate": 2.4117629951829602e-05, | |
| "loss": 0.4114, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 2.238095238095238, | |
| "grad_norm": 0.5406803488731384, | |
| "learning_rate": 2.395118313524758e-05, | |
| "loss": 0.4327, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 2.261904761904762, | |
| "grad_norm": 0.5871009230613708, | |
| "learning_rate": 2.3783006676291866e-05, | |
| "loss": 0.4387, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 2.2857142857142856, | |
| "grad_norm": 0.50551837682724, | |
| "learning_rate": 2.361313307179837e-05, | |
| "loss": 0.4716, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 2.3095238095238093, | |
| "grad_norm": 0.5389571189880371, | |
| "learning_rate": 2.3441595146543458e-05, | |
| "loss": 0.4019, | |
| "step": 97 | |
| }, | |
| { | |
| "epoch": 2.3333333333333335, | |
| "grad_norm": 0.5192880034446716, | |
| "learning_rate": 2.3268426046901153e-05, | |
| "loss": 0.3883, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 2.357142857142857, | |
| "grad_norm": 0.5577870011329651, | |
| "learning_rate": 2.3093659234438266e-05, | |
| "loss": 0.4168, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 2.380952380952381, | |
| "grad_norm": 0.5412160158157349, | |
| "learning_rate": 2.291732847944861e-05, | |
| "loss": 0.3231, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 2.4047619047619047, | |
| "grad_norm": 0.559502124786377, | |
| "learning_rate": 2.2739467854427512e-05, | |
| "loss": 0.4011, | |
| "step": 101 | |
| }, | |
| { | |
| "epoch": 2.4285714285714284, | |
| "grad_norm": 0.5564844012260437, | |
| "learning_rate": 2.2560111727488e-05, | |
| "loss": 0.3355, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 2.4523809523809526, | |
| "grad_norm": 0.657665491104126, | |
| "learning_rate": 2.237929475571979e-05, | |
| "loss": 0.3178, | |
| "step": 103 | |
| }, | |
| { | |
| "epoch": 2.4761904761904763, | |
| "grad_norm": 0.5791051387786865, | |
| "learning_rate": 2.219705187849254e-05, | |
| "loss": 0.3433, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "grad_norm": 0.5594415664672852, | |
| "learning_rate": 2.2013418310704422e-05, | |
| "loss": 0.3279, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 2.5238095238095237, | |
| "grad_norm": 0.5653091073036194, | |
| "learning_rate": 2.1828429535977585e-05, | |
| "loss": 0.3687, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 2.5476190476190474, | |
| "grad_norm": 0.6664767265319824, | |
| "learning_rate": 2.1642121299801594e-05, | |
| "loss": 0.3678, | |
| "step": 107 | |
| }, | |
| { | |
| "epoch": 2.571428571428571, | |
| "grad_norm": 0.4978804588317871, | |
| "learning_rate": 2.1454529602626336e-05, | |
| "loss": 0.3429, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 2.5952380952380953, | |
| "grad_norm": 0.6083326935768127, | |
| "learning_rate": 2.126569069290562e-05, | |
| "loss": 0.3275, | |
| "step": 109 | |
| }, | |
| { | |
| "epoch": 2.619047619047619, | |
| "grad_norm": 0.4487161934375763, | |
| "learning_rate": 2.107564106009286e-05, | |
| "loss": 0.3362, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 2.642857142857143, | |
| "grad_norm": 0.5292232036590576, | |
| "learning_rate": 2.0884417427590217e-05, | |
| "loss": 0.3151, | |
| "step": 111 | |
| }, | |
| { | |
| "epoch": 2.6666666666666665, | |
| "grad_norm": 0.5099493265151978, | |
| "learning_rate": 2.0692056745652483e-05, | |
| "loss": 0.2466, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 2.6904761904761907, | |
| "grad_norm": 0.5174189805984497, | |
| "learning_rate": 2.0498596184247196e-05, | |
| "loss": 0.2709, | |
| "step": 113 | |
| }, | |
| { | |
| "epoch": 2.7142857142857144, | |
| "grad_norm": 0.4637812376022339, | |
| "learning_rate": 2.030407312587224e-05, | |
| "loss": 0.2764, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 2.738095238095238, | |
| "grad_norm": 0.45562928915023804, | |
| "learning_rate": 2.010852515833242e-05, | |
| "loss": 0.2742, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 2.761904761904762, | |
| "grad_norm": 0.49018341302871704, | |
| "learning_rate": 1.9911990067476336e-05, | |
| "loss": 0.3294, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 2.7857142857142856, | |
| "grad_norm": 0.46769657731056213, | |
| "learning_rate": 1.9714505829895004e-05, | |
| "loss": 0.2476, | |
| "step": 117 | |
| }, | |
| { | |
| "epoch": 2.8095238095238093, | |
| "grad_norm": 0.46229276061058044, | |
| "learning_rate": 1.951611060558363e-05, | |
| "loss": 0.2972, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 2.8333333333333335, | |
| "grad_norm": 0.4360576868057251, | |
| "learning_rate": 1.9316842730567902e-05, | |
| "loss": 0.2707, | |
| "step": 119 | |
| }, | |
| { | |
| "epoch": 2.857142857142857, | |
| "grad_norm": 0.4538360834121704, | |
| "learning_rate": 1.9116740709496334e-05, | |
| "loss": 0.2914, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 2.880952380952381, | |
| "grad_norm": 0.4812716245651245, | |
| "learning_rate": 1.8915843208199967e-05, | |
| "loss": 0.2864, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 2.9047619047619047, | |
| "grad_norm": 0.40740448236465454, | |
| "learning_rate": 1.8714189046220946e-05, | |
| "loss": 0.2494, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 2.928571428571429, | |
| "grad_norm": 0.4739934206008911, | |
| "learning_rate": 1.851181718931141e-05, | |
| "loss": 0.2906, | |
| "step": 123 | |
| }, | |
| { | |
| "epoch": 2.9523809523809526, | |
| "grad_norm": 0.3870614469051361, | |
| "learning_rate": 1.830876674190411e-05, | |
| "loss": 0.2701, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 2.9761904761904763, | |
| "grad_norm": 0.4243805706501007, | |
| "learning_rate": 1.8105076939556238e-05, | |
| "loss": 0.2473, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.728119969367981, | |
| "learning_rate": 1.790078714136792e-05, | |
| "loss": 0.233, | |
| "step": 126 | |
| }, | |
| { | |
| "epoch": 3.0238095238095237, | |
| "grad_norm": 0.5070134401321411, | |
| "learning_rate": 1.769593682237682e-05, | |
| "loss": 0.2477, | |
| "step": 127 | |
| }, | |
| { | |
| "epoch": 3.0476190476190474, | |
| "grad_norm": 0.39993464946746826, | |
| "learning_rate": 1.7490565565930382e-05, | |
| "loss": 0.2233, | |
| "step": 128 | |
| }, | |
| { | |
| "epoch": 3.0714285714285716, | |
| "grad_norm": 0.3518825173377991, | |
| "learning_rate": 1.7284713056037074e-05, | |
| "loss": 0.2324, | |
| "step": 129 | |
| }, | |
| { | |
| "epoch": 3.0952380952380953, | |
| "grad_norm": 0.36889803409576416, | |
| "learning_rate": 1.7078419069698283e-05, | |
| "loss": 0.254, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 3.119047619047619, | |
| "grad_norm": 0.4398171603679657, | |
| "learning_rate": 1.687172346922213e-05, | |
| "loss": 0.2549, | |
| "step": 131 | |
| }, | |
| { | |
| "epoch": 3.142857142857143, | |
| "grad_norm": 0.4238666594028473, | |
| "learning_rate": 1.6664666194520873e-05, | |
| "loss": 0.2421, | |
| "step": 132 | |
| }, | |
| { | |
| "epoch": 3.1666666666666665, | |
| "grad_norm": 0.36933112144470215, | |
| "learning_rate": 1.645728725539329e-05, | |
| "loss": 0.2286, | |
| "step": 133 | |
| }, | |
| { | |
| "epoch": 3.1904761904761907, | |
| "grad_norm": 0.3686385452747345, | |
| "learning_rate": 1.6249626723793572e-05, | |
| "loss": 0.2126, | |
| "step": 134 | |
| }, | |
| { | |
| "epoch": 3.2142857142857144, | |
| "grad_norm": 0.34437063336372375, | |
| "learning_rate": 1.6041724726088187e-05, | |
| "loss": 0.2521, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 3.238095238095238, | |
| "grad_norm": 0.36857160925865173, | |
| "learning_rate": 1.5833621435302247e-05, | |
| "loss": 0.2482, | |
| "step": 136 | |
| }, | |
| { | |
| "epoch": 3.261904761904762, | |
| "grad_norm": 0.41980957984924316, | |
| "learning_rate": 1.5625357063356825e-05, | |
| "loss": 0.2647, | |
| "step": 137 | |
| }, | |
| { | |
| "epoch": 3.2857142857142856, | |
| "grad_norm": 0.3371034264564514, | |
| "learning_rate": 1.541697185329881e-05, | |
| "loss": 0.2137, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 3.3095238095238093, | |
| "grad_norm": 0.33477044105529785, | |
| "learning_rate": 1.5208506071524727e-05, | |
| "loss": 0.1929, | |
| "step": 139 | |
| }, | |
| { | |
| "epoch": 3.3333333333333335, | |
| "grad_norm": 0.48055484890937805, | |
| "learning_rate": 1.5e-05, | |
| "loss": 0.2787, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 3.357142857142857, | |
| "grad_norm": 0.40071988105773926, | |
| "learning_rate": 1.4791493928475275e-05, | |
| "loss": 0.2275, | |
| "step": 141 | |
| }, | |
| { | |
| "epoch": 3.380952380952381, | |
| "grad_norm": 0.3763311207294464, | |
| "learning_rate": 1.4583028146701191e-05, | |
| "loss": 0.2081, | |
| "step": 142 | |
| }, | |
| { | |
| "epoch": 3.4047619047619047, | |
| "grad_norm": 0.317967027425766, | |
| "learning_rate": 1.437464293664318e-05, | |
| "loss": 0.2001, | |
| "step": 143 | |
| }, | |
| { | |
| "epoch": 3.4285714285714284, | |
| "grad_norm": 0.35785412788391113, | |
| "learning_rate": 1.4166378564697757e-05, | |
| "loss": 0.1762, | |
| "step": 144 | |
| }, | |
| { | |
| "epoch": 3.4523809523809526, | |
| "grad_norm": 0.34185105562210083, | |
| "learning_rate": 1.3958275273911812e-05, | |
| "loss": 0.1976, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 3.4761904761904763, | |
| "grad_norm": 0.367768257856369, | |
| "learning_rate": 1.375037327620643e-05, | |
| "loss": 0.2354, | |
| "step": 146 | |
| }, | |
| { | |
| "epoch": 3.5, | |
| "grad_norm": 0.3221169710159302, | |
| "learning_rate": 1.3542712744606712e-05, | |
| "loss": 0.2075, | |
| "step": 147 | |
| }, | |
| { | |
| "epoch": 3.5238095238095237, | |
| "grad_norm": 0.332815945148468, | |
| "learning_rate": 1.3335333805479126e-05, | |
| "loss": 0.1951, | |
| "step": 148 | |
| }, | |
| { | |
| "epoch": 3.5476190476190474, | |
| "grad_norm": 0.3435097932815552, | |
| "learning_rate": 1.3128276530777874e-05, | |
| "loss": 0.2328, | |
| "step": 149 | |
| }, | |
| { | |
| "epoch": 3.571428571428571, | |
| "grad_norm": 0.35089072585105896, | |
| "learning_rate": 1.292158093030172e-05, | |
| "loss": 0.2263, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 3.5952380952380953, | |
| "grad_norm": 0.2681962847709656, | |
| "learning_rate": 1.2715286943962925e-05, | |
| "loss": 0.1824, | |
| "step": 151 | |
| }, | |
| { | |
| "epoch": 3.619047619047619, | |
| "grad_norm": 0.3577785789966583, | |
| "learning_rate": 1.2509434434069625e-05, | |
| "loss": 0.2258, | |
| "step": 152 | |
| }, | |
| { | |
| "epoch": 3.642857142857143, | |
| "grad_norm": 0.4009724259376526, | |
| "learning_rate": 1.2304063177623182e-05, | |
| "loss": 0.2548, | |
| "step": 153 | |
| }, | |
| { | |
| "epoch": 3.6666666666666665, | |
| "grad_norm": 0.35427093505859375, | |
| "learning_rate": 1.2099212858632083e-05, | |
| "loss": 0.1965, | |
| "step": 154 | |
| }, | |
| { | |
| "epoch": 3.6904761904761907, | |
| "grad_norm": 0.3180360496044159, | |
| "learning_rate": 1.1894923060443763e-05, | |
| "loss": 0.201, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 3.7142857142857144, | |
| "grad_norm": 0.35209810733795166, | |
| "learning_rate": 1.169123325809589e-05, | |
| "loss": 0.1746, | |
| "step": 156 | |
| }, | |
| { | |
| "epoch": 3.738095238095238, | |
| "grad_norm": 0.2801775336265564, | |
| "learning_rate": 1.1488182810688593e-05, | |
| "loss": 0.1782, | |
| "step": 157 | |
| }, | |
| { | |
| "epoch": 3.761904761904762, | |
| "grad_norm": 0.2826492190361023, | |
| "learning_rate": 1.1285810953779057e-05, | |
| "loss": 0.1849, | |
| "step": 158 | |
| }, | |
| { | |
| "epoch": 3.7857142857142856, | |
| "grad_norm": 0.3703887164592743, | |
| "learning_rate": 1.1084156791800036e-05, | |
| "loss": 0.2118, | |
| "step": 159 | |
| }, | |
| { | |
| "epoch": 3.8095238095238093, | |
| "grad_norm": 0.3333575129508972, | |
| "learning_rate": 1.0883259290503665e-05, | |
| "loss": 0.2544, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 3.8333333333333335, | |
| "grad_norm": 0.3313210904598236, | |
| "learning_rate": 1.0683157269432097e-05, | |
| "loss": 0.2226, | |
| "step": 161 | |
| }, | |
| { | |
| "epoch": 3.857142857142857, | |
| "grad_norm": 0.3558778464794159, | |
| "learning_rate": 1.0483889394416373e-05, | |
| "loss": 0.2326, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 3.880952380952381, | |
| "grad_norm": 0.29440999031066895, | |
| "learning_rate": 1.0285494170104996e-05, | |
| "loss": 0.1599, | |
| "step": 163 | |
| }, | |
| { | |
| "epoch": 3.9047619047619047, | |
| "grad_norm": 0.29854339361190796, | |
| "learning_rate": 1.0088009932523664e-05, | |
| "loss": 0.2412, | |
| "step": 164 | |
| }, | |
| { | |
| "epoch": 3.928571428571429, | |
| "grad_norm": 0.28367212414741516, | |
| "learning_rate": 9.891474841667585e-06, | |
| "loss": 0.1735, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 3.9523809523809526, | |
| "grad_norm": 0.32328376173973083, | |
| "learning_rate": 9.695926874127765e-06, | |
| "loss": 0.2121, | |
| "step": 166 | |
| }, | |
| { | |
| "epoch": 3.9761904761904763, | |
| "grad_norm": 0.33302921056747437, | |
| "learning_rate": 9.501403815752813e-06, | |
| "loss": 0.2368, | |
| "step": 167 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.4951595664024353, | |
| "learning_rate": 9.307943254347521e-06, | |
| "loss": 0.1148, | |
| "step": 168 | |
| }, | |
| { | |
| "epoch": 4.023809523809524, | |
| "grad_norm": 0.2874068021774292, | |
| "learning_rate": 9.115582572409789e-06, | |
| "loss": 0.1935, | |
| "step": 169 | |
| }, | |
| { | |
| "epoch": 4.0476190476190474, | |
| "grad_norm": 0.3146367073059082, | |
| "learning_rate": 8.92435893990714e-06, | |
| "loss": 0.1743, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 4.071428571428571, | |
| "grad_norm": 0.3270380198955536, | |
| "learning_rate": 8.734309307094382e-06, | |
| "loss": 0.2156, | |
| "step": 171 | |
| }, | |
| { | |
| "epoch": 4.095238095238095, | |
| "grad_norm": 0.3079623281955719, | |
| "learning_rate": 8.545470397373665e-06, | |
| "loss": 0.2299, | |
| "step": 172 | |
| }, | |
| { | |
| "epoch": 4.119047619047619, | |
| "grad_norm": 0.3418531119823456, | |
| "learning_rate": 8.357878700198407e-06, | |
| "loss": 0.2609, | |
| "step": 173 | |
| }, | |
| { | |
| "epoch": 4.142857142857143, | |
| "grad_norm": 0.3398002088069916, | |
| "learning_rate": 8.171570464022419e-06, | |
| "loss": 0.1882, | |
| "step": 174 | |
| }, | |
| { | |
| "epoch": 4.166666666666667, | |
| "grad_norm": 0.2681673765182495, | |
| "learning_rate": 7.986581689295577e-06, | |
| "loss": 0.2207, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 4.190476190476191, | |
| "grad_norm": 0.4535702168941498, | |
| "learning_rate": 7.802948121507462e-06, | |
| "loss": 0.196, | |
| "step": 176 | |
| }, | |
| { | |
| "epoch": 4.214285714285714, | |
| "grad_norm": 0.30191582441329956, | |
| "learning_rate": 7.620705244280208e-06, | |
| "loss": 0.1812, | |
| "step": 177 | |
| }, | |
| { | |
| "epoch": 4.238095238095238, | |
| "grad_norm": 0.32031571865081787, | |
| "learning_rate": 7.439888272512004e-06, | |
| "loss": 0.174, | |
| "step": 178 | |
| }, | |
| { | |
| "epoch": 4.261904761904762, | |
| "grad_norm": 0.3073733448982239, | |
| "learning_rate": 7.260532145572487e-06, | |
| "loss": 0.2141, | |
| "step": 179 | |
| }, | |
| { | |
| "epoch": 4.285714285714286, | |
| "grad_norm": 0.29829952120780945, | |
| "learning_rate": 7.082671520551391e-06, | |
| "loss": 0.232, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 4.309523809523809, | |
| "grad_norm": 0.3112286627292633, | |
| "learning_rate": 6.906340765561734e-06, | |
| "loss": 0.1621, | |
| "step": 181 | |
| }, | |
| { | |
| "epoch": 4.333333333333333, | |
| "grad_norm": 0.3731706142425537, | |
| "learning_rate": 6.731573953098851e-06, | |
| "loss": 0.2016, | |
| "step": 182 | |
| }, | |
| { | |
| "epoch": 4.357142857142857, | |
| "grad_norm": 0.27395114302635193, | |
| "learning_rate": 6.558404853456545e-06, | |
| "loss": 0.1835, | |
| "step": 183 | |
| }, | |
| { | |
| "epoch": 4.380952380952381, | |
| "grad_norm": 0.35525375604629517, | |
| "learning_rate": 6.38686692820163e-06, | |
| "loss": 0.2645, | |
| "step": 184 | |
| }, | |
| { | |
| "epoch": 4.404761904761905, | |
| "grad_norm": 0.3270358443260193, | |
| "learning_rate": 6.2169933237081386e-06, | |
| "loss": 0.2678, | |
| "step": 185 | |
| }, | |
| { | |
| "epoch": 4.428571428571429, | |
| "grad_norm": 0.2867538034915924, | |
| "learning_rate": 6.048816864752422e-06, | |
| "loss": 0.1942, | |
| "step": 186 | |
| }, | |
| { | |
| "epoch": 4.4523809523809526, | |
| "grad_norm": 0.24296227097511292, | |
| "learning_rate": 5.882370048170403e-06, | |
| "loss": 0.1636, | |
| "step": 187 | |
| }, | |
| { | |
| "epoch": 4.476190476190476, | |
| "grad_norm": 0.30451998114585876, | |
| "learning_rate": 5.71768503657819e-06, | |
| "loss": 0.1886, | |
| "step": 188 | |
| }, | |
| { | |
| "epoch": 4.5, | |
| "grad_norm": 0.3037683665752411, | |
| "learning_rate": 5.55479365215729e-06, | |
| "loss": 0.209, | |
| "step": 189 | |
| }, | |
| { | |
| "epoch": 4.523809523809524, | |
| "grad_norm": 0.3124084770679474, | |
| "learning_rate": 5.393727370505569e-06, | |
| "loss": 0.2097, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 4.5476190476190474, | |
| "grad_norm": 0.249891996383667, | |
| "learning_rate": 5.234517314555213e-06, | |
| "loss": 0.1664, | |
| "step": 191 | |
| }, | |
| { | |
| "epoch": 4.571428571428571, | |
| "grad_norm": 0.3419524133205414, | |
| "learning_rate": 5.077194248558827e-06, | |
| "loss": 0.2217, | |
| "step": 192 | |
| }, | |
| { | |
| "epoch": 4.595238095238095, | |
| "grad_norm": 0.29300788044929504, | |
| "learning_rate": 4.921788572144841e-06, | |
| "loss": 0.1702, | |
| "step": 193 | |
| }, | |
| { | |
| "epoch": 4.619047619047619, | |
| "grad_norm": 0.29377758502960205, | |
| "learning_rate": 4.768330314443367e-06, | |
| "loss": 0.1883, | |
| "step": 194 | |
| }, | |
| { | |
| "epoch": 4.642857142857143, | |
| "grad_norm": 0.31856659054756165, | |
| "learning_rate": 4.616849128283658e-06, | |
| "loss": 0.1415, | |
| "step": 195 | |
| }, | |
| { | |
| "epoch": 4.666666666666667, | |
| "grad_norm": 0.27666354179382324, | |
| "learning_rate": 4.4673742844642716e-06, | |
| "loss": 0.2132, | |
| "step": 196 | |
| }, | |
| { | |
| "epoch": 4.690476190476191, | |
| "grad_norm": 0.2768075168132782, | |
| "learning_rate": 4.319934666097055e-06, | |
| "loss": 0.2197, | |
| "step": 197 | |
| }, | |
| { | |
| "epoch": 4.714285714285714, | |
| "grad_norm": 0.3824225664138794, | |
| "learning_rate": 4.174558763026048e-06, | |
| "loss": 0.1516, | |
| "step": 198 | |
| }, | |
| { | |
| "epoch": 4.738095238095238, | |
| "grad_norm": 0.2814243733882904, | |
| "learning_rate": 4.031274666322372e-06, | |
| "loss": 0.1632, | |
| "step": 199 | |
| }, | |
| { | |
| "epoch": 4.761904761904762, | |
| "grad_norm": 0.320901483297348, | |
| "learning_rate": 3.8901100628561755e-06, | |
| "loss": 0.163, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 4.785714285714286, | |
| "grad_norm": 0.30128878355026245, | |
| "learning_rate": 3.7510922299466818e-06, | |
| "loss": 0.186, | |
| "step": 201 | |
| }, | |
| { | |
| "epoch": 4.809523809523809, | |
| "grad_norm": 0.3085160255432129, | |
| "learning_rate": 3.6142480300913805e-06, | |
| "loss": 0.1951, | |
| "step": 202 | |
| }, | |
| { | |
| "epoch": 4.833333333333333, | |
| "grad_norm": 0.2675895392894745, | |
| "learning_rate": 3.4796039057753703e-06, | |
| "loss": 0.1754, | |
| "step": 203 | |
| }, | |
| { | |
| "epoch": 4.857142857142857, | |
| "grad_norm": 0.315141886472702, | |
| "learning_rate": 3.3471858743618615e-06, | |
| "loss": 0.2127, | |
| "step": 204 | |
| }, | |
| { | |
| "epoch": 4.880952380952381, | |
| "grad_norm": 0.30165189504623413, | |
| "learning_rate": 3.217019523064825e-06, | |
| "loss": 0.1749, | |
| "step": 205 | |
| }, | |
| { | |
| "epoch": 4.904761904761905, | |
| "grad_norm": 0.2545117735862732, | |
| "learning_rate": 3.089130004004754e-06, | |
| "loss": 0.1414, | |
| "step": 206 | |
| }, | |
| { | |
| "epoch": 4.928571428571429, | |
| "grad_norm": 0.26600050926208496, | |
| "learning_rate": 2.96354202934853e-06, | |
| "loss": 0.1706, | |
| "step": 207 | |
| }, | |
| { | |
| "epoch": 4.9523809523809526, | |
| "grad_norm": 0.32053714990615845, | |
| "learning_rate": 2.8402798665342412e-06, | |
| "loss": 0.175, | |
| "step": 208 | |
| }, | |
| { | |
| "epoch": 4.976190476190476, | |
| "grad_norm": 0.33824998140335083, | |
| "learning_rate": 2.7193673335819893e-06, | |
| "loss": 0.2015, | |
| "step": 209 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.5689420104026794, | |
| "learning_rate": 2.600827794491524e-06, | |
| "loss": 0.1378, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 5.023809523809524, | |
| "grad_norm": 0.2932104170322418, | |
| "learning_rate": 2.4846841547275916e-06, | |
| "loss": 0.2041, | |
| "step": 211 | |
| }, | |
| { | |
| "epoch": 5.0476190476190474, | |
| "grad_norm": 0.30341067910194397, | |
| "learning_rate": 2.3709588567939118e-06, | |
| "loss": 0.2191, | |
| "step": 212 | |
| }, | |
| { | |
| "epoch": 5.071428571428571, | |
| "grad_norm": 0.27707991003990173, | |
| "learning_rate": 2.259673875896585e-06, | |
| "loss": 0.1355, | |
| "step": 213 | |
| }, | |
| { | |
| "epoch": 5.095238095238095, | |
| "grad_norm": 0.2761556804180145, | |
| "learning_rate": 2.150850715697823e-06, | |
| "loss": 0.2066, | |
| "step": 214 | |
| }, | |
| { | |
| "epoch": 5.119047619047619, | |
| "grad_norm": 0.30768999457359314, | |
| "learning_rate": 2.044510404160774e-06, | |
| "loss": 0.209, | |
| "step": 215 | |
| }, | |
| { | |
| "epoch": 5.142857142857143, | |
| "grad_norm": 0.3525684177875519, | |
| "learning_rate": 1.9406734894862848e-06, | |
| "loss": 0.2322, | |
| "step": 216 | |
| }, | |
| { | |
| "epoch": 5.166666666666667, | |
| "grad_norm": 0.26923832297325134, | |
| "learning_rate": 1.8393600361423534e-06, | |
| "loss": 0.1825, | |
| "step": 217 | |
| }, | |
| { | |
| "epoch": 5.190476190476191, | |
| "grad_norm": 0.2886522710323334, | |
| "learning_rate": 1.7405896209870665e-06, | |
| "loss": 0.2271, | |
| "step": 218 | |
| }, | |
| { | |
| "epoch": 5.214285714285714, | |
| "grad_norm": 0.27028337121009827, | |
| "learning_rate": 1.6443813294857452e-06, | |
| "loss": 0.1579, | |
| "step": 219 | |
| }, | |
| { | |
| "epoch": 5.238095238095238, | |
| "grad_norm": 0.22688105702400208, | |
| "learning_rate": 1.550753752023053e-06, | |
| "loss": 0.1498, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 5.261904761904762, | |
| "grad_norm": 0.4237247705459595, | |
| "learning_rate": 1.459724980310767e-06, | |
| "loss": 0.216, | |
| "step": 221 | |
| }, | |
| { | |
| "epoch": 5.285714285714286, | |
| "grad_norm": 0.3102908134460449, | |
| "learning_rate": 1.3713126038918977e-06, | |
| "loss": 0.1534, | |
| "step": 222 | |
| }, | |
| { | |
| "epoch": 5.309523809523809, | |
| "grad_norm": 0.2860654294490814, | |
| "learning_rate": 1.2855337067418576e-06, | |
| "loss": 0.1518, | |
| "step": 223 | |
| }, | |
| { | |
| "epoch": 5.333333333333333, | |
| "grad_norm": 0.30412977933883667, | |
| "learning_rate": 1.2024048639673225e-06, | |
| "loss": 0.2061, | |
| "step": 224 | |
| }, | |
| { | |
| "epoch": 5.357142857142857, | |
| "grad_norm": 0.261602520942688, | |
| "learning_rate": 1.1219421386033958e-06, | |
| "loss": 0.183, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 5.380952380952381, | |
| "grad_norm": 0.31666767597198486, | |
| "learning_rate": 1.0441610785097471e-06, | |
| "loss": 0.2057, | |
| "step": 226 | |
| }, | |
| { | |
| "epoch": 5.404761904761905, | |
| "grad_norm": 0.26625874638557434, | |
| "learning_rate": 9.690767133662976e-07, | |
| "loss": 0.1723, | |
| "step": 227 | |
| }, | |
| { | |
| "epoch": 5.428571428571429, | |
| "grad_norm": 0.36171892285346985, | |
| "learning_rate": 8.967035517690147e-07, | |
| "loss": 0.2047, | |
| "step": 228 | |
| }, | |
| { | |
| "epoch": 5.4523809523809526, | |
| "grad_norm": 0.28423306345939636, | |
| "learning_rate": 8.270555784264167e-07, | |
| "loss": 0.2082, | |
| "step": 229 | |
| }, | |
| { | |
| "epoch": 5.476190476190476, | |
| "grad_norm": 0.3602757751941681, | |
| "learning_rate": 7.601462514572877e-07, | |
| "loss": 0.1992, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 5.5, | |
| "grad_norm": 0.32955092191696167, | |
| "learning_rate": 6.959884997901705e-07, | |
| "loss": 0.2127, | |
| "step": 231 | |
| }, | |
| { | |
| "epoch": 5.523809523809524, | |
| "grad_norm": 0.2506847679615021, | |
| "learning_rate": 6.345947206650981e-07, | |
| "loss": 0.1743, | |
| "step": 232 | |
| }, | |
| { | |
| "epoch": 5.5476190476190474, | |
| "grad_norm": 0.28736478090286255, | |
| "learning_rate": 5.759767772380648e-07, | |
| "loss": 0.1955, | |
| "step": 233 | |
| }, | |
| { | |
| "epoch": 5.571428571428571, | |
| "grad_norm": 0.25602585077285767, | |
| "learning_rate": 5.201459962886995e-07, | |
| "loss": 0.1329, | |
| "step": 234 | |
| }, | |
| { | |
| "epoch": 5.595238095238095, | |
| "grad_norm": 0.28149425983428955, | |
| "learning_rate": 4.6711316603159084e-07, | |
| "loss": 0.1319, | |
| "step": 235 | |
| }, | |
| { | |
| "epoch": 5.619047619047619, | |
| "grad_norm": 0.2809825539588928, | |
| "learning_rate": 4.1688853403167194e-07, | |
| "loss": 0.1838, | |
| "step": 236 | |
| }, | |
| { | |
| "epoch": 5.642857142857143, | |
| "grad_norm": 0.3335093855857849, | |
| "learning_rate": 3.6948180522408006e-07, | |
| "loss": 0.2569, | |
| "step": 237 | |
| }, | |
| { | |
| "epoch": 5.666666666666667, | |
| "grad_norm": 0.2959223687648773, | |
| "learning_rate": 3.2490214003885963e-07, | |
| "loss": 0.1872, | |
| "step": 238 | |
| }, | |
| { | |
| "epoch": 5.690476190476191, | |
| "grad_norm": 0.32720711827278137, | |
| "learning_rate": 2.831581526308935e-07, | |
| "loss": 0.2051, | |
| "step": 239 | |
| }, | |
| { | |
| "epoch": 5.714285714285714, | |
| "grad_norm": 0.30836525559425354, | |
| "learning_rate": 2.4425790921538404e-07, | |
| "loss": 0.137, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 5.738095238095238, | |
| "grad_norm": 0.22278806567192078, | |
| "learning_rate": 2.0820892650920686e-07, | |
| "loss": 0.2019, | |
| "step": 241 | |
| }, | |
| { | |
| "epoch": 5.761904761904762, | |
| "grad_norm": 0.2525181472301483, | |
| "learning_rate": 1.7501817027846255e-07, | |
| "loss": 0.1822, | |
| "step": 242 | |
| }, | |
| { | |
| "epoch": 5.785714285714286, | |
| "grad_norm": 0.27369964122772217, | |
| "learning_rate": 1.4469205399246844e-07, | |
| "loss": 0.1069, | |
| "step": 243 | |
| }, | |
| { | |
| "epoch": 5.809523809523809, | |
| "grad_norm": 0.3073241710662842, | |
| "learning_rate": 1.1723643758448144e-07, | |
| "loss": 0.2186, | |
| "step": 244 | |
| }, | |
| { | |
| "epoch": 5.833333333333333, | |
| "grad_norm": 0.2990500330924988, | |
| "learning_rate": 9.265662631938399e-08, | |
| "loss": 0.2293, | |
| "step": 245 | |
| }, | |
| { | |
| "epoch": 5.857142857142857, | |
| "grad_norm": 0.26736584305763245, | |
| "learning_rate": 7.095736976853895e-08, | |
| "loss": 0.1718, | |
| "step": 246 | |
| }, | |
| { | |
| "epoch": 5.880952380952381, | |
| "grad_norm": 0.28982308506965637, | |
| "learning_rate": 5.214286089203546e-08, | |
| "loss": 0.1902, | |
| "step": 247 | |
| }, | |
| { | |
| "epoch": 5.904761904761905, | |
| "grad_norm": 0.3653714656829834, | |
| "learning_rate": 3.621673522847035e-08, | |
| "loss": 0.2339, | |
| "step": 248 | |
| }, | |
| { | |
| "epoch": 5.928571428571429, | |
| "grad_norm": 0.3287780284881592, | |
| "learning_rate": 2.3182070192460104e-08, | |
| "loss": 0.1513, | |
| "step": 249 | |
| }, | |
| { | |
| "epoch": 5.9523809523809526, | |
| "grad_norm": 0.2435285449028015, | |
| "learning_rate": 1.3041384479981489e-08, | |
| "loss": 0.151, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 5.976190476190476, | |
| "grad_norm": 0.3266546428203583, | |
| "learning_rate": 5.796637581689246e-09, | |
| "loss": 0.2409, | |
| "step": 251 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.5456566214561462, | |
| "learning_rate": 1.4492294042839361e-09, | |
| "loss": 0.1587, | |
| "step": 252 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "step": 252, | |
| "total_flos": 9.225268114559155e+16, | |
| "train_loss": 0.45595223279226393, | |
| "train_runtime": 1969.0507, | |
| "train_samples_per_second": 2.014, | |
| "train_steps_per_second": 0.128 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 252, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 6, | |
| "save_steps": 50, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 9.225268114559155e+16, | |
| "train_batch_size": 16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |