Instructions to use Taywon/A2plus_v4_qwen72_e2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use Taywon/A2plus_v4_qwen72_e2 with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-72B-Instruct") model = PeftModel.from_pretrained(base_model, "Taywon/A2plus_v4_qwen72_e2") - Transformers
How to use Taywon/A2plus_v4_qwen72_e2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="Taywon/A2plus_v4_qwen72_e2") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Taywon/A2plus_v4_qwen72_e2", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use Taywon/A2plus_v4_qwen72_e2 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "Taywon/A2plus_v4_qwen72_e2" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Taywon/A2plus_v4_qwen72_e2", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/Taywon/A2plus_v4_qwen72_e2
- SGLang
How to use Taywon/A2plus_v4_qwen72_e2 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 "Taywon/A2plus_v4_qwen72_e2" \ --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": "Taywon/A2plus_v4_qwen72_e2", "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 "Taywon/A2plus_v4_qwen72_e2" \ --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": "Taywon/A2plus_v4_qwen72_e2", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use Taywon/A2plus_v4_qwen72_e2 with Docker Model Runner:
docker model run hf.co/Taywon/A2plus_v4_qwen72_e2
| { | |
| "best_global_step": null, | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 2.0, | |
| "eval_steps": 500, | |
| "global_step": 156, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "entropy": 1.327302247285843, | |
| "epoch": 0.012903225806451613, | |
| "grad_norm": 1.0468459129333496, | |
| "learning_rate": 0.0, | |
| "loss": 1.9516217708587646, | |
| "mean_token_accuracy": 0.5490271672606468, | |
| "num_tokens": 129656.0, | |
| "step": 1 | |
| }, | |
| { | |
| "entropy": 1.3267911523580551, | |
| "epoch": 0.025806451612903226, | |
| "grad_norm": 1.0235601663589478, | |
| "learning_rate": 4.166666666666667e-06, | |
| "loss": 1.9609016180038452, | |
| "mean_token_accuracy": 0.545955665409565, | |
| "num_tokens": 257608.0, | |
| "step": 2 | |
| }, | |
| { | |
| "entropy": 1.4163906574249268, | |
| "epoch": 0.03870967741935484, | |
| "grad_norm": 0.8620004057884216, | |
| "learning_rate": 8.333333333333334e-06, | |
| "loss": 1.9539512395858765, | |
| "mean_token_accuracy": 0.5437170788645744, | |
| "num_tokens": 385654.0, | |
| "step": 3 | |
| }, | |
| { | |
| "entropy": 1.5072677731513977, | |
| "epoch": 0.05161290322580645, | |
| "grad_norm": 0.6674020290374756, | |
| "learning_rate": 1.25e-05, | |
| "loss": 1.929893136024475, | |
| "mean_token_accuracy": 0.5428568199276924, | |
| "num_tokens": 513578.0, | |
| "step": 4 | |
| }, | |
| { | |
| "entropy": 1.5772784054279327, | |
| "epoch": 0.06451612903225806, | |
| "grad_norm": 0.44926103949546814, | |
| "learning_rate": 1.6666666666666667e-05, | |
| "loss": 1.8096842765808105, | |
| "mean_token_accuracy": 0.5594104528427124, | |
| "num_tokens": 643891.0, | |
| "step": 5 | |
| }, | |
| { | |
| "entropy": 1.691362425684929, | |
| "epoch": 0.07741935483870968, | |
| "grad_norm": 0.3624405860900879, | |
| "learning_rate": 2.0833333333333336e-05, | |
| "loss": 1.792994499206543, | |
| "mean_token_accuracy": 0.5583670735359192, | |
| "num_tokens": 773552.0, | |
| "step": 6 | |
| }, | |
| { | |
| "entropy": 1.7625758796930313, | |
| "epoch": 0.09032258064516129, | |
| "grad_norm": 0.32741692662239075, | |
| "learning_rate": 2.5e-05, | |
| "loss": 1.7421350479125977, | |
| "mean_token_accuracy": 0.565700501203537, | |
| "num_tokens": 902676.0, | |
| "step": 7 | |
| }, | |
| { | |
| "entropy": 1.816343978047371, | |
| "epoch": 0.1032258064516129, | |
| "grad_norm": 0.31979212164878845, | |
| "learning_rate": 2.916666666666667e-05, | |
| "loss": 1.7134227752685547, | |
| "mean_token_accuracy": 0.5680374577641487, | |
| "num_tokens": 1031062.0, | |
| "step": 8 | |
| }, | |
| { | |
| "entropy": 1.884494736790657, | |
| "epoch": 0.11612903225806452, | |
| "grad_norm": 0.3261905312538147, | |
| "learning_rate": 3.3333333333333335e-05, | |
| "loss": 1.697797417640686, | |
| "mean_token_accuracy": 0.5728070959448814, | |
| "num_tokens": 1159144.0, | |
| "step": 9 | |
| }, | |
| { | |
| "entropy": 1.9154246598482132, | |
| "epoch": 0.12903225806451613, | |
| "grad_norm": 0.33981192111968994, | |
| "learning_rate": 3.7500000000000003e-05, | |
| "loss": 1.691472053527832, | |
| "mean_token_accuracy": 0.5723336413502693, | |
| "num_tokens": 1286047.0, | |
| "step": 10 | |
| }, | |
| { | |
| "entropy": 1.8476576060056686, | |
| "epoch": 0.14193548387096774, | |
| "grad_norm": 0.3439367115497589, | |
| "learning_rate": 4.166666666666667e-05, | |
| "loss": 1.6031842231750488, | |
| "mean_token_accuracy": 0.5876904204487801, | |
| "num_tokens": 1414956.0, | |
| "step": 11 | |
| }, | |
| { | |
| "entropy": 1.7925567030906677, | |
| "epoch": 0.15483870967741936, | |
| "grad_norm": 0.3315640985965729, | |
| "learning_rate": 4.5833333333333334e-05, | |
| "loss": 1.5772321224212646, | |
| "mean_token_accuracy": 0.5901090204715729, | |
| "num_tokens": 1544083.0, | |
| "step": 12 | |
| }, | |
| { | |
| "entropy": 1.6733195632696152, | |
| "epoch": 0.16774193548387098, | |
| "grad_norm": 0.2760685086250305, | |
| "learning_rate": 5e-05, | |
| "loss": 1.5256061553955078, | |
| "mean_token_accuracy": 0.5991538763046265, | |
| "num_tokens": 1673817.0, | |
| "step": 13 | |
| }, | |
| { | |
| "entropy": 1.4815043658018112, | |
| "epoch": 0.18064516129032257, | |
| "grad_norm": 0.23523160815238953, | |
| "learning_rate": 4.9997496794168726e-05, | |
| "loss": 1.4415483474731445, | |
| "mean_token_accuracy": 0.6162490248680115, | |
| "num_tokens": 1801770.0, | |
| "step": 14 | |
| }, | |
| { | |
| "entropy": 1.4159721434116364, | |
| "epoch": 0.1935483870967742, | |
| "grad_norm": 0.28664934635162354, | |
| "learning_rate": 4.998998767795805e-05, | |
| "loss": 1.4667837619781494, | |
| "mean_token_accuracy": 0.6101680621504784, | |
| "num_tokens": 1931723.0, | |
| "step": 15 | |
| }, | |
| { | |
| "entropy": 1.3478048890829086, | |
| "epoch": 0.2064516129032258, | |
| "grad_norm": 0.28385764360427856, | |
| "learning_rate": 4.9977474155117045e-05, | |
| "loss": 1.4278314113616943, | |
| "mean_token_accuracy": 0.6164416000247002, | |
| "num_tokens": 2061345.0, | |
| "step": 16 | |
| }, | |
| { | |
| "entropy": 1.3173148781061172, | |
| "epoch": 0.21935483870967742, | |
| "grad_norm": 0.24572592973709106, | |
| "learning_rate": 4.995995873155958e-05, | |
| "loss": 1.3927912712097168, | |
| "mean_token_accuracy": 0.6206158325076103, | |
| "num_tokens": 2190508.0, | |
| "step": 17 | |
| }, | |
| { | |
| "entropy": 1.3462176322937012, | |
| "epoch": 0.23225806451612904, | |
| "grad_norm": 0.2069179117679596, | |
| "learning_rate": 4.99374449148625e-05, | |
| "loss": 1.3792784214019775, | |
| "mean_token_accuracy": 0.6236012801527977, | |
| "num_tokens": 2318941.0, | |
| "step": 18 | |
| }, | |
| { | |
| "entropy": 1.39307202398777, | |
| "epoch": 0.24516129032258063, | |
| "grad_norm": 0.19426818192005157, | |
| "learning_rate": 4.9909937213563165e-05, | |
| "loss": 1.37335205078125, | |
| "mean_token_accuracy": 0.62324009090662, | |
| "num_tokens": 2448059.0, | |
| "step": 19 | |
| }, | |
| { | |
| "entropy": 1.420734629034996, | |
| "epoch": 0.25806451612903225, | |
| "grad_norm": 0.19838440418243408, | |
| "learning_rate": 4.987744113625665e-05, | |
| "loss": 1.370849370956421, | |
| "mean_token_accuracy": 0.6241574659943581, | |
| "num_tokens": 2577375.0, | |
| "step": 20 | |
| }, | |
| { | |
| "entropy": 1.371973842382431, | |
| "epoch": 0.2709677419354839, | |
| "grad_norm": 0.18288694322109222, | |
| "learning_rate": 4.9839963190492576e-05, | |
| "loss": 1.3033034801483154, | |
| "mean_token_accuracy": 0.6400853618979454, | |
| "num_tokens": 2707055.0, | |
| "step": 21 | |
| }, | |
| { | |
| "entropy": 1.3838643580675125, | |
| "epoch": 0.2838709677419355, | |
| "grad_norm": 0.18097883462905884, | |
| "learning_rate": 4.979751088147192e-05, | |
| "loss": 1.318864107131958, | |
| "mean_token_accuracy": 0.6351697221398354, | |
| "num_tokens": 2836471.0, | |
| "step": 22 | |
| }, | |
| { | |
| "entropy": 1.354823961853981, | |
| "epoch": 0.2967741935483871, | |
| "grad_norm": 0.16573207080364227, | |
| "learning_rate": 4.975009271054409e-05, | |
| "loss": 1.2960338592529297, | |
| "mean_token_accuracy": 0.6396285593509674, | |
| "num_tokens": 2967186.0, | |
| "step": 23 | |
| }, | |
| { | |
| "entropy": 1.356062889099121, | |
| "epoch": 0.3096774193548387, | |
| "grad_norm": 0.15834170579910278, | |
| "learning_rate": 4.969771817350445e-05, | |
| "loss": 1.311288595199585, | |
| "mean_token_accuracy": 0.638341523706913, | |
| "num_tokens": 3091283.0, | |
| "step": 24 | |
| }, | |
| { | |
| "entropy": 1.3014232963323593, | |
| "epoch": 0.3225806451612903, | |
| "grad_norm": 0.15633215010166168, | |
| "learning_rate": 4.9640397758692715e-05, | |
| "loss": 1.2794947624206543, | |
| "mean_token_accuracy": 0.6442421302199364, | |
| "num_tokens": 3221704.0, | |
| "step": 25 | |
| }, | |
| { | |
| "entropy": 1.2741473019123077, | |
| "epoch": 0.33548387096774196, | |
| "grad_norm": 0.16600695252418518, | |
| "learning_rate": 4.957814294489261e-05, | |
| "loss": 1.2685260772705078, | |
| "mean_token_accuracy": 0.6439810171723366, | |
| "num_tokens": 3351359.0, | |
| "step": 26 | |
| }, | |
| { | |
| "entropy": 1.2793954610824585, | |
| "epoch": 0.34838709677419355, | |
| "grad_norm": 0.1699378341436386, | |
| "learning_rate": 4.9510966199033174e-05, | |
| "loss": 1.299481749534607, | |
| "mean_token_accuracy": 0.6377060264348984, | |
| "num_tokens": 3480058.0, | |
| "step": 27 | |
| }, | |
| { | |
| "entropy": 1.2380398958921432, | |
| "epoch": 0.36129032258064514, | |
| "grad_norm": 0.1586979180574417, | |
| "learning_rate": 4.943888097369216e-05, | |
| "loss": 1.2551636695861816, | |
| "mean_token_accuracy": 0.6473096534609795, | |
| "num_tokens": 3610897.0, | |
| "step": 28 | |
| }, | |
| { | |
| "entropy": 1.25519198179245, | |
| "epoch": 0.3741935483870968, | |
| "grad_norm": 0.1537477672100067, | |
| "learning_rate": 4.936190170440208e-05, | |
| "loss": 1.2700082063674927, | |
| "mean_token_accuracy": 0.6448632478713989, | |
| "num_tokens": 3740627.0, | |
| "step": 29 | |
| }, | |
| { | |
| "entropy": 1.200623482465744, | |
| "epoch": 0.3870967741935484, | |
| "grad_norm": 0.1391288787126541, | |
| "learning_rate": 4.928004380675941e-05, | |
| "loss": 1.2029218673706055, | |
| "mean_token_accuracy": 0.6599779576063156, | |
| "num_tokens": 3869695.0, | |
| "step": 30 | |
| }, | |
| { | |
| "entropy": 1.222929760813713, | |
| "epoch": 0.4, | |
| "grad_norm": 0.14511308073997498, | |
| "learning_rate": 4.9193323673337476e-05, | |
| "loss": 1.2141369581222534, | |
| "mean_token_accuracy": 0.6561597287654877, | |
| "num_tokens": 3998221.0, | |
| "step": 31 | |
| }, | |
| { | |
| "entropy": 1.2850614041090012, | |
| "epoch": 0.4129032258064516, | |
| "grad_norm": 0.14675162732601166, | |
| "learning_rate": 4.910175867040377e-05, | |
| "loss": 1.260993242263794, | |
| "mean_token_accuracy": 0.6444773599505424, | |
| "num_tokens": 4127108.0, | |
| "step": 32 | |
| }, | |
| { | |
| "entropy": 1.2510194778442383, | |
| "epoch": 0.4258064516129032, | |
| "grad_norm": 0.14100538194179535, | |
| "learning_rate": 4.9005367134442235e-05, | |
| "loss": 1.2186331748962402, | |
| "mean_token_accuracy": 0.65362448990345, | |
| "num_tokens": 4256994.0, | |
| "step": 33 | |
| }, | |
| { | |
| "entropy": 1.223235473036766, | |
| "epoch": 0.43870967741935485, | |
| "grad_norm": 0.13875682651996613, | |
| "learning_rate": 4.890416836848127e-05, | |
| "loss": 1.203627586364746, | |
| "mean_token_accuracy": 0.6568410098552704, | |
| "num_tokens": 4385244.0, | |
| "step": 34 | |
| }, | |
| { | |
| "entropy": 1.1924351304769516, | |
| "epoch": 0.45161290322580644, | |
| "grad_norm": 0.13426443934440613, | |
| "learning_rate": 4.8798182638228166e-05, | |
| "loss": 1.1726880073547363, | |
| "mean_token_accuracy": 0.6638099774718285, | |
| "num_tokens": 4515175.0, | |
| "step": 35 | |
| }, | |
| { | |
| "entropy": 1.2145061641931534, | |
| "epoch": 0.4645161290322581, | |
| "grad_norm": 0.1369384229183197, | |
| "learning_rate": 4.868743116801074e-05, | |
| "loss": 1.2057712078094482, | |
| "mean_token_accuracy": 0.6585973352193832, | |
| "num_tokens": 4644464.0, | |
| "step": 36 | |
| }, | |
| { | |
| "entropy": 1.1699982434511185, | |
| "epoch": 0.4774193548387097, | |
| "grad_norm": 0.13203217089176178, | |
| "learning_rate": 4.857193613652711e-05, | |
| "loss": 1.1678709983825684, | |
| "mean_token_accuracy": 0.6651179119944572, | |
| "num_tokens": 4774388.0, | |
| "step": 37 | |
| }, | |
| { | |
| "entropy": 1.1900109350681305, | |
| "epoch": 0.49032258064516127, | |
| "grad_norm": 0.1409081071615219, | |
| "learning_rate": 4.845172067240415e-05, | |
| "loss": 1.196943998336792, | |
| "mean_token_accuracy": 0.6569633036851883, | |
| "num_tokens": 4903171.0, | |
| "step": 38 | |
| }, | |
| { | |
| "entropy": 1.1959572583436966, | |
| "epoch": 0.5032258064516129, | |
| "grad_norm": 0.13402387499809265, | |
| "learning_rate": 4.8326808849565936e-05, | |
| "loss": 1.204121470451355, | |
| "mean_token_accuracy": 0.6561899334192276, | |
| "num_tokens": 5033677.0, | |
| "step": 39 | |
| }, | |
| { | |
| "entropy": 1.1748242527246475, | |
| "epoch": 0.5161290322580645, | |
| "grad_norm": 0.13230547308921814, | |
| "learning_rate": 4.819722568241274e-05, | |
| "loss": 1.1755125522613525, | |
| "mean_token_accuracy": 0.6607141047716141, | |
| "num_tokens": 5163487.0, | |
| "step": 40 | |
| }, | |
| { | |
| "entropy": 1.1830326318740845, | |
| "epoch": 0.5290322580645161, | |
| "grad_norm": 0.13548049330711365, | |
| "learning_rate": 4.806299712081172e-05, | |
| "loss": 1.183053970336914, | |
| "mean_token_accuracy": 0.661345437169075, | |
| "num_tokens": 5292899.0, | |
| "step": 41 | |
| }, | |
| { | |
| "entropy": 1.180369421839714, | |
| "epoch": 0.5419354838709678, | |
| "grad_norm": 0.13295236229896545, | |
| "learning_rate": 4.792415004490034e-05, | |
| "loss": 1.1716046333312988, | |
| "mean_token_accuracy": 0.6627360582351685, | |
| "num_tokens": 5422025.0, | |
| "step": 42 | |
| }, | |
| { | |
| "entropy": 1.1974405944347382, | |
| "epoch": 0.5548387096774193, | |
| "grad_norm": 0.12952998280525208, | |
| "learning_rate": 4.77807122597034e-05, | |
| "loss": 1.1795024871826172, | |
| "mean_token_accuracy": 0.6590340510010719, | |
| "num_tokens": 5551149.0, | |
| "step": 43 | |
| }, | |
| { | |
| "entropy": 1.1339516341686249, | |
| "epoch": 0.567741935483871, | |
| "grad_norm": 0.13098949193954468, | |
| "learning_rate": 4.7632712489564926e-05, | |
| "loss": 1.1292296648025513, | |
| "mean_token_accuracy": 0.6728876158595085, | |
| "num_tokens": 5680701.0, | |
| "step": 44 | |
| }, | |
| { | |
| "entropy": 1.1452270299196243, | |
| "epoch": 0.5806451612903226, | |
| "grad_norm": 0.13148927688598633, | |
| "learning_rate": 4.748018037239592e-05, | |
| "loss": 1.1412042379379272, | |
| "mean_token_accuracy": 0.6679868176579475, | |
| "num_tokens": 5808493.0, | |
| "step": 45 | |
| }, | |
| { | |
| "entropy": 1.1565511226654053, | |
| "epoch": 0.5935483870967742, | |
| "grad_norm": 0.12716591358184814, | |
| "learning_rate": 4.732314645373921e-05, | |
| "loss": 1.147752046585083, | |
| "mean_token_accuracy": 0.6678735390305519, | |
| "num_tokens": 5938296.0, | |
| "step": 46 | |
| }, | |
| { | |
| "entropy": 1.1531172394752502, | |
| "epoch": 0.6064516129032258, | |
| "grad_norm": 0.13128802180290222, | |
| "learning_rate": 4.7161642180652464e-05, | |
| "loss": 1.137876033782959, | |
| "mean_token_accuracy": 0.6694907322525978, | |
| "num_tokens": 6067439.0, | |
| "step": 47 | |
| }, | |
| { | |
| "entropy": 1.1726240366697311, | |
| "epoch": 0.6193548387096774, | |
| "grad_norm": 0.1309962421655655, | |
| "learning_rate": 4.699569989541074e-05, | |
| "loss": 1.166740894317627, | |
| "mean_token_accuracy": 0.6635602861642838, | |
| "num_tokens": 6197510.0, | |
| "step": 48 | |
| }, | |
| { | |
| "entropy": 1.150630384683609, | |
| "epoch": 0.632258064516129, | |
| "grad_norm": 0.12693582475185394, | |
| "learning_rate": 4.6825352829029705e-05, | |
| "loss": 1.1487030982971191, | |
| "mean_token_accuracy": 0.667711079120636, | |
| "num_tokens": 6327768.0, | |
| "step": 49 | |
| }, | |
| { | |
| "entropy": 1.1061551421880722, | |
| "epoch": 0.6451612903225806, | |
| "grad_norm": 0.12342569977045059, | |
| "learning_rate": 4.665063509461097e-05, | |
| "loss": 1.107095718383789, | |
| "mean_token_accuracy": 0.6762828528881073, | |
| "num_tokens": 6455846.0, | |
| "step": 50 | |
| }, | |
| { | |
| "entropy": 1.1445851027965546, | |
| "epoch": 0.6580645161290323, | |
| "grad_norm": 0.1373581886291504, | |
| "learning_rate": 4.647158168051066e-05, | |
| "loss": 1.1354420185089111, | |
| "mean_token_accuracy": 0.6716547980904579, | |
| "num_tokens": 6585457.0, | |
| "step": 51 | |
| }, | |
| { | |
| "entropy": 1.1473966836929321, | |
| "epoch": 0.6709677419354839, | |
| "grad_norm": 0.1250847578048706, | |
| "learning_rate": 4.628822844333278e-05, | |
| "loss": 1.1474499702453613, | |
| "mean_token_accuracy": 0.6668257936835289, | |
| "num_tokens": 6716096.0, | |
| "step": 52 | |
| }, | |
| { | |
| "entropy": 1.1469789743423462, | |
| "epoch": 0.6838709677419355, | |
| "grad_norm": 0.1268235445022583, | |
| "learning_rate": 4.6100612100748765e-05, | |
| "loss": 1.14267897605896, | |
| "mean_token_accuracy": 0.6698051393032074, | |
| "num_tokens": 6844341.0, | |
| "step": 53 | |
| }, | |
| { | |
| "entropy": 1.1110682487487793, | |
| "epoch": 0.6967741935483871, | |
| "grad_norm": 0.12988688051700592, | |
| "learning_rate": 4.59087702241444e-05, | |
| "loss": 1.1135189533233643, | |
| "mean_token_accuracy": 0.6766636297106743, | |
| "num_tokens": 6971794.0, | |
| "step": 54 | |
| }, | |
| { | |
| "entropy": 1.1421085596084595, | |
| "epoch": 0.7096774193548387, | |
| "grad_norm": 0.1267767995595932, | |
| "learning_rate": 4.571274123109606e-05, | |
| "loss": 1.1490681171417236, | |
| "mean_token_accuracy": 0.6662089303135872, | |
| "num_tokens": 7100353.0, | |
| "step": 55 | |
| }, | |
| { | |
| "entropy": 1.1042888760566711, | |
| "epoch": 0.7225806451612903, | |
| "grad_norm": 0.12492457777261734, | |
| "learning_rate": 4.551256437767719e-05, | |
| "loss": 1.110184669494629, | |
| "mean_token_accuracy": 0.6747554019093513, | |
| "num_tokens": 7230177.0, | |
| "step": 56 | |
| }, | |
| { | |
| "entropy": 1.065716564655304, | |
| "epoch": 0.7354838709677419, | |
| "grad_norm": 0.12365498393774033, | |
| "learning_rate": 4.530827975059715e-05, | |
| "loss": 1.0647603273391724, | |
| "mean_token_accuracy": 0.6866239011287689, | |
| "num_tokens": 7359042.0, | |
| "step": 57 | |
| }, | |
| { | |
| "entropy": 1.0687381699681282, | |
| "epoch": 0.7483870967741936, | |
| "grad_norm": 0.12762895226478577, | |
| "learning_rate": 4.5099928259173516e-05, | |
| "loss": 1.0665113925933838, | |
| "mean_token_accuracy": 0.6885024607181549, | |
| "num_tokens": 7488137.0, | |
| "step": 58 | |
| }, | |
| { | |
| "entropy": 1.1023950427770615, | |
| "epoch": 0.7612903225806451, | |
| "grad_norm": 0.12779441475868225, | |
| "learning_rate": 4.488755162713975e-05, | |
| "loss": 1.0950183868408203, | |
| "mean_token_accuracy": 0.6785372719168663, | |
| "num_tokens": 7618282.0, | |
| "step": 59 | |
| }, | |
| { | |
| "entropy": 1.089103415608406, | |
| "epoch": 0.7741935483870968, | |
| "grad_norm": 0.12895165383815765, | |
| "learning_rate": 4.467119238428975e-05, | |
| "loss": 1.0878229141235352, | |
| "mean_token_accuracy": 0.6820144504308701, | |
| "num_tokens": 7748017.0, | |
| "step": 60 | |
| }, | |
| { | |
| "entropy": 1.0883491188287735, | |
| "epoch": 0.7870967741935484, | |
| "grad_norm": 0.13146434724330902, | |
| "learning_rate": 4.445089385796099e-05, | |
| "loss": 1.0844019651412964, | |
| "mean_token_accuracy": 0.6833582445979118, | |
| "num_tokens": 7876986.0, | |
| "step": 61 | |
| }, | |
| { | |
| "entropy": 1.1199355721473694, | |
| "epoch": 0.8, | |
| "grad_norm": 0.13159561157226562, | |
| "learning_rate": 4.422670016435792e-05, | |
| "loss": 1.1150472164154053, | |
| "mean_token_accuracy": 0.6756617501378059, | |
| "num_tokens": 8006794.0, | |
| "step": 62 | |
| }, | |
| { | |
| "entropy": 1.1050203889608383, | |
| "epoch": 0.8129032258064516, | |
| "grad_norm": 0.1264924556016922, | |
| "learning_rate": 4.3998656199717435e-05, | |
| "loss": 1.1043422222137451, | |
| "mean_token_accuracy": 0.6767379865050316, | |
| "num_tokens": 8135408.0, | |
| "step": 63 | |
| }, | |
| { | |
| "entropy": 1.1202740967273712, | |
| "epoch": 0.8258064516129032, | |
| "grad_norm": 0.12594330310821533, | |
| "learning_rate": 4.3766807631318106e-05, | |
| "loss": 1.1134419441223145, | |
| "mean_token_accuracy": 0.676059253513813, | |
| "num_tokens": 8265182.0, | |
| "step": 64 | |
| }, | |
| { | |
| "entropy": 1.1008555963635445, | |
| "epoch": 0.8387096774193549, | |
| "grad_norm": 0.14352354407310486, | |
| "learning_rate": 4.353120088833501e-05, | |
| "loss": 1.089049220085144, | |
| "mean_token_accuracy": 0.679233193397522, | |
| "num_tokens": 8395710.0, | |
| "step": 65 | |
| }, | |
| { | |
| "entropy": 1.09499129652977, | |
| "epoch": 0.8516129032258064, | |
| "grad_norm": 0.12506140768527985, | |
| "learning_rate": 4.329188315254196e-05, | |
| "loss": 1.0959919691085815, | |
| "mean_token_accuracy": 0.6772814318537712, | |
| "num_tokens": 8525026.0, | |
| "step": 66 | |
| }, | |
| { | |
| "entropy": 1.0806580409407616, | |
| "epoch": 0.864516129032258, | |
| "grad_norm": 0.12470545619726181, | |
| "learning_rate": 4.3048902348863116e-05, | |
| "loss": 1.077396273612976, | |
| "mean_token_accuracy": 0.6855179369449615, | |
| "num_tokens": 8655176.0, | |
| "step": 67 | |
| }, | |
| { | |
| "entropy": 1.0938902795314789, | |
| "epoch": 0.8774193548387097, | |
| "grad_norm": 0.1254391372203827, | |
| "learning_rate": 4.280230713577564e-05, | |
| "loss": 1.096771240234375, | |
| "mean_token_accuracy": 0.6798589378595352, | |
| "num_tokens": 8784950.0, | |
| "step": 68 | |
| }, | |
| { | |
| "entropy": 1.0837120488286018, | |
| "epoch": 0.8903225806451613, | |
| "grad_norm": 0.12564809620380402, | |
| "learning_rate": 4.255214689556557e-05, | |
| "loss": 1.0887655019760132, | |
| "mean_token_accuracy": 0.6802218705415726, | |
| "num_tokens": 8915424.0, | |
| "step": 69 | |
| }, | |
| { | |
| "entropy": 1.1309964209794998, | |
| "epoch": 0.9032258064516129, | |
| "grad_norm": 0.13434115052223206, | |
| "learning_rate": 4.229847172443866e-05, | |
| "loss": 1.1279692649841309, | |
| "mean_token_accuracy": 0.6699688509106636, | |
| "num_tokens": 9043958.0, | |
| "step": 70 | |
| }, | |
| { | |
| "entropy": 1.0794824212789536, | |
| "epoch": 0.9161290322580645, | |
| "grad_norm": 0.13104921579360962, | |
| "learning_rate": 4.204133242248832e-05, | |
| "loss": 1.0755493640899658, | |
| "mean_token_accuracy": 0.6832893788814545, | |
| "num_tokens": 9173238.0, | |
| "step": 71 | |
| }, | |
| { | |
| "entropy": 1.0700343400239944, | |
| "epoch": 0.9290322580645162, | |
| "grad_norm": 0.12627503275871277, | |
| "learning_rate": 4.1780780483522575e-05, | |
| "loss": 1.0692481994628906, | |
| "mean_token_accuracy": 0.6846828386187553, | |
| "num_tokens": 9303178.0, | |
| "step": 72 | |
| }, | |
| { | |
| "entropy": 1.0971452593803406, | |
| "epoch": 0.9419354838709677, | |
| "grad_norm": 0.1322394162416458, | |
| "learning_rate": 4.151686808475204e-05, | |
| "loss": 1.0987398624420166, | |
| "mean_token_accuracy": 0.6774289608001709, | |
| "num_tokens": 9432086.0, | |
| "step": 73 | |
| }, | |
| { | |
| "entropy": 1.1076685041189194, | |
| "epoch": 0.9548387096774194, | |
| "grad_norm": 0.13057094812393188, | |
| "learning_rate": 4.1249648076341165e-05, | |
| "loss": 1.1064797639846802, | |
| "mean_token_accuracy": 0.6764660328626633, | |
| "num_tokens": 9560333.0, | |
| "step": 74 | |
| }, | |
| { | |
| "entropy": 1.0812313556671143, | |
| "epoch": 0.967741935483871, | |
| "grad_norm": 0.12581738829612732, | |
| "learning_rate": 4.0979173970824626e-05, | |
| "loss": 1.077629566192627, | |
| "mean_token_accuracy": 0.6832556426525116, | |
| "num_tokens": 9689775.0, | |
| "step": 75 | |
| }, | |
| { | |
| "entropy": 1.067845843732357, | |
| "epoch": 0.9806451612903225, | |
| "grad_norm": 0.12489581108093262, | |
| "learning_rate": 4.070549993239106e-05, | |
| "loss": 1.0688203573226929, | |
| "mean_token_accuracy": 0.6856153085827827, | |
| "num_tokens": 9818901.0, | |
| "step": 76 | |
| }, | |
| { | |
| "entropy": 1.070682093501091, | |
| "epoch": 0.9935483870967742, | |
| "grad_norm": 0.13314804434776306, | |
| "learning_rate": 4.0428680766036384e-05, | |
| "loss": 1.0635384321212769, | |
| "mean_token_accuracy": 0.6840452700853348, | |
| "num_tokens": 9948460.0, | |
| "step": 77 | |
| }, | |
| { | |
| "entropy": 1.0606148540973663, | |
| "epoch": 1.0, | |
| "grad_norm": 0.16886763274669647, | |
| "learning_rate": 4.0148771906588706e-05, | |
| "loss": 1.0518985986709595, | |
| "mean_token_accuracy": 0.6878193020820618, | |
| "num_tokens": 9997067.0, | |
| "step": 78 | |
| }, | |
| { | |
| "entropy": 1.079283893108368, | |
| "epoch": 1.0129032258064516, | |
| "grad_norm": 0.13475318253040314, | |
| "learning_rate": 3.986582940760717e-05, | |
| "loss": 1.0569158792495728, | |
| "mean_token_accuracy": 0.6868253797292709, | |
| "num_tokens": 10126462.0, | |
| "step": 79 | |
| }, | |
| { | |
| "entropy": 1.0828415900468826, | |
| "epoch": 1.0258064516129033, | |
| "grad_norm": 0.13142913579940796, | |
| "learning_rate": 3.957990993015683e-05, | |
| "loss": 1.0775682926177979, | |
| "mean_token_accuracy": 0.682832732796669, | |
| "num_tokens": 10256580.0, | |
| "step": 80 | |
| }, | |
| { | |
| "entropy": 1.0669744163751602, | |
| "epoch": 1.038709677419355, | |
| "grad_norm": 0.12954232096672058, | |
| "learning_rate": 3.929107073146197e-05, | |
| "loss": 1.0615326166152954, | |
| "mean_token_accuracy": 0.6860573291778564, | |
| "num_tokens": 10385670.0, | |
| "step": 81 | |
| }, | |
| { | |
| "entropy": 1.036408707499504, | |
| "epoch": 1.0516129032258064, | |
| "grad_norm": 0.13460129499435425, | |
| "learning_rate": 3.899936965343989e-05, | |
| "loss": 1.0449131727218628, | |
| "mean_token_accuracy": 0.6920557096600533, | |
| "num_tokens": 10515880.0, | |
| "step": 82 | |
| }, | |
| { | |
| "entropy": 1.057508446276188, | |
| "epoch": 1.064516129032258, | |
| "grad_norm": 0.13466627895832062, | |
| "learning_rate": 3.8704865111117746e-05, | |
| "loss": 1.0574533939361572, | |
| "mean_token_accuracy": 0.6864631548523903, | |
| "num_tokens": 10645214.0, | |
| "step": 83 | |
| }, | |
| { | |
| "entropy": 1.0200782120227814, | |
| "epoch": 1.0774193548387097, | |
| "grad_norm": 0.1338030993938446, | |
| "learning_rate": 3.840761608093456e-05, | |
| "loss": 1.0181647539138794, | |
| "mean_token_accuracy": 0.6967797502875328, | |
| "num_tokens": 10775324.0, | |
| "step": 84 | |
| }, | |
| { | |
| "entropy": 1.0154706835746765, | |
| "epoch": 1.0903225806451613, | |
| "grad_norm": 0.13213345408439636, | |
| "learning_rate": 3.8107682088930794e-05, | |
| "loss": 1.0140069723129272, | |
| "mean_token_accuracy": 0.6974232569336891, | |
| "num_tokens": 10906115.0, | |
| "step": 85 | |
| }, | |
| { | |
| "entropy": 1.0599654540419579, | |
| "epoch": 1.103225806451613, | |
| "grad_norm": 0.13774846494197845, | |
| "learning_rate": 3.7805123198827857e-05, | |
| "loss": 1.0535001754760742, | |
| "mean_token_accuracy": 0.6869458928704262, | |
| "num_tokens": 11036082.0, | |
| "step": 86 | |
| }, | |
| { | |
| "entropy": 1.063461497426033, | |
| "epoch": 1.1161290322580646, | |
| "grad_norm": 0.13691790401935577, | |
| "learning_rate": 3.7500000000000003e-05, | |
| "loss": 1.062204360961914, | |
| "mean_token_accuracy": 0.6850434467196465, | |
| "num_tokens": 11166308.0, | |
| "step": 87 | |
| }, | |
| { | |
| "entropy": 1.053346373140812, | |
| "epoch": 1.129032258064516, | |
| "grad_norm": 0.1327267438173294, | |
| "learning_rate": 3.719237359534087e-05, | |
| "loss": 1.041867733001709, | |
| "mean_token_accuracy": 0.6904401481151581, | |
| "num_tokens": 11296038.0, | |
| "step": 88 | |
| }, | |
| { | |
| "entropy": 1.0241582617163658, | |
| "epoch": 1.1419354838709677, | |
| "grad_norm": 0.13621629774570465, | |
| "learning_rate": 3.688230558902725e-05, | |
| "loss": 1.0226869583129883, | |
| "mean_token_accuracy": 0.6944883912801743, | |
| "num_tokens": 11424449.0, | |
| "step": 89 | |
| }, | |
| { | |
| "entropy": 1.0044510662555695, | |
| "epoch": 1.1548387096774193, | |
| "grad_norm": 0.13091513514518738, | |
| "learning_rate": 3.656985807418248e-05, | |
| "loss": 1.0043504238128662, | |
| "mean_token_accuracy": 0.7012801319360733, | |
| "num_tokens": 11553352.0, | |
| "step": 90 | |
| }, | |
| { | |
| "entropy": 1.0132758170366287, | |
| "epoch": 1.167741935483871, | |
| "grad_norm": 0.1394454389810562, | |
| "learning_rate": 3.6255093620441834e-05, | |
| "loss": 1.0138417482376099, | |
| "mean_token_accuracy": 0.6968973129987717, | |
| "num_tokens": 11683188.0, | |
| "step": 91 | |
| }, | |
| { | |
| "entropy": 1.0309394523501396, | |
| "epoch": 1.1806451612903226, | |
| "grad_norm": 0.13282909989356995, | |
| "learning_rate": 3.593807526142261e-05, | |
| "loss": 1.0259687900543213, | |
| "mean_token_accuracy": 0.6926954090595245, | |
| "num_tokens": 11812927.0, | |
| "step": 92 | |
| }, | |
| { | |
| "entropy": 1.0551650151610374, | |
| "epoch": 1.1935483870967742, | |
| "grad_norm": 0.14189599454402924, | |
| "learning_rate": 3.56188664821012e-05, | |
| "loss": 1.0586897134780884, | |
| "mean_token_accuracy": 0.6854764148592949, | |
| "num_tokens": 11941868.0, | |
| "step": 93 | |
| }, | |
| { | |
| "entropy": 1.0260127633810043, | |
| "epoch": 1.206451612903226, | |
| "grad_norm": 0.13907048106193542, | |
| "learning_rate": 3.529753120609982e-05, | |
| "loss": 1.030573844909668, | |
| "mean_token_accuracy": 0.6930540651082993, | |
| "num_tokens": 12070500.0, | |
| "step": 94 | |
| }, | |
| { | |
| "entropy": 1.039493516087532, | |
| "epoch": 1.2193548387096773, | |
| "grad_norm": 0.13697883486747742, | |
| "learning_rate": 3.497413378288541e-05, | |
| "loss": 1.0335443019866943, | |
| "mean_token_accuracy": 0.690931960940361, | |
| "num_tokens": 12199259.0, | |
| "step": 95 | |
| }, | |
| { | |
| "entropy": 1.014926478266716, | |
| "epoch": 1.232258064516129, | |
| "grad_norm": 0.13661201298236847, | |
| "learning_rate": 3.464873897488322e-05, | |
| "loss": 1.005345344543457, | |
| "mean_token_accuracy": 0.6979024410247803, | |
| "num_tokens": 12327381.0, | |
| "step": 96 | |
| }, | |
| { | |
| "entropy": 1.0336228609085083, | |
| "epoch": 1.2451612903225806, | |
| "grad_norm": 0.13816405832767487, | |
| "learning_rate": 3.432141194450772e-05, | |
| "loss": 1.0337718725204468, | |
| "mean_token_accuracy": 0.6914172023534775, | |
| "num_tokens": 12457229.0, | |
| "step": 97 | |
| }, | |
| { | |
| "entropy": 1.030926525592804, | |
| "epoch": 1.2580645161290323, | |
| "grad_norm": 0.1320193111896515, | |
| "learning_rate": 3.39922182411134e-05, | |
| "loss": 1.0276269912719727, | |
| "mean_token_accuracy": 0.6948070153594017, | |
| "num_tokens": 12587371.0, | |
| "step": 98 | |
| }, | |
| { | |
| "entropy": 1.0352215021848679, | |
| "epoch": 1.270967741935484, | |
| "grad_norm": 0.14135801792144775, | |
| "learning_rate": 3.3661223787868094e-05, | |
| "loss": 1.0391088724136353, | |
| "mean_token_accuracy": 0.6897449269890785, | |
| "num_tokens": 12714956.0, | |
| "step": 99 | |
| }, | |
| { | |
| "entropy": 1.0415681898593903, | |
| "epoch": 1.2838709677419355, | |
| "grad_norm": 0.13542622327804565, | |
| "learning_rate": 3.332849486855144e-05, | |
| "loss": 1.0490217208862305, | |
| "mean_token_accuracy": 0.6891317665576935, | |
| "num_tokens": 12845041.0, | |
| "step": 100 | |
| }, | |
| { | |
| "entropy": 1.018684171140194, | |
| "epoch": 1.2967741935483872, | |
| "grad_norm": 0.14059163630008698, | |
| "learning_rate": 3.2994098114281134e-05, | |
| "loss": 1.0158987045288086, | |
| "mean_token_accuracy": 0.6964094191789627, | |
| "num_tokens": 12974429.0, | |
| "step": 101 | |
| }, | |
| { | |
| "entropy": 1.0010781586170197, | |
| "epoch": 1.3096774193548386, | |
| "grad_norm": 0.14262941479682922, | |
| "learning_rate": 3.265810049016959e-05, | |
| "loss": 0.9994345307350159, | |
| "mean_token_accuracy": 0.7018002942204475, | |
| "num_tokens": 13103925.0, | |
| "step": 102 | |
| }, | |
| { | |
| "entropy": 1.0431874468922615, | |
| "epoch": 1.3225806451612903, | |
| "grad_norm": 0.13670195639133453, | |
| "learning_rate": 3.232056928191376e-05, | |
| "loss": 1.0475877523422241, | |
| "mean_token_accuracy": 0.6897815689444542, | |
| "num_tokens": 13232750.0, | |
| "step": 103 | |
| }, | |
| { | |
| "entropy": 1.0185461789369583, | |
| "epoch": 1.335483870967742, | |
| "grad_norm": 0.13562367856502533, | |
| "learning_rate": 3.1981572082320756e-05, | |
| "loss": 1.014870524406433, | |
| "mean_token_accuracy": 0.6959144324064255, | |
| "num_tokens": 13362678.0, | |
| "step": 104 | |
| }, | |
| { | |
| "entropy": 1.0220624506473541, | |
| "epoch": 1.3483870967741935, | |
| "grad_norm": 0.13380715250968933, | |
| "learning_rate": 3.164117677777191e-05, | |
| "loss": 1.020029067993164, | |
| "mean_token_accuracy": 0.6945825219154358, | |
| "num_tokens": 13493019.0, | |
| "step": 105 | |
| }, | |
| { | |
| "entropy": 1.0095699653029442, | |
| "epoch": 1.3612903225806452, | |
| "grad_norm": 0.13702020049095154, | |
| "learning_rate": 3.1299451534628135e-05, | |
| "loss": 1.006049394607544, | |
| "mean_token_accuracy": 0.6977230757474899, | |
| "num_tokens": 13622495.0, | |
| "step": 106 | |
| }, | |
| { | |
| "entropy": 1.0184833258390427, | |
| "epoch": 1.3741935483870968, | |
| "grad_norm": 0.14241954684257507, | |
| "learning_rate": 3.0956464785579124e-05, | |
| "loss": 0.9997148513793945, | |
| "mean_token_accuracy": 0.7005062252283096, | |
| "num_tokens": 13751405.0, | |
| "step": 107 | |
| }, | |
| { | |
| "entropy": 1.0199502855539322, | |
| "epoch": 1.3870967741935485, | |
| "grad_norm": 0.13611233234405518, | |
| "learning_rate": 3.061228521593931e-05, | |
| "loss": 1.0128517150878906, | |
| "mean_token_accuracy": 0.6958493441343307, | |
| "num_tokens": 13881358.0, | |
| "step": 108 | |
| }, | |
| { | |
| "entropy": 0.9918312728404999, | |
| "epoch": 1.4, | |
| "grad_norm": 0.13883398473262787, | |
| "learning_rate": 3.0266981749893157e-05, | |
| "loss": 0.9998171925544739, | |
| "mean_token_accuracy": 0.7012378796935081, | |
| "num_tokens": 14010084.0, | |
| "step": 109 | |
| }, | |
| { | |
| "entropy": 1.008819818496704, | |
| "epoch": 1.4129032258064516, | |
| "grad_norm": 0.14105769991874695, | |
| "learning_rate": 2.9920623536692638e-05, | |
| "loss": 1.0185983180999756, | |
| "mean_token_accuracy": 0.6961732059717178, | |
| "num_tokens": 14139791.0, | |
| "step": 110 | |
| }, | |
| { | |
| "entropy": 1.0010607317090034, | |
| "epoch": 1.4258064516129032, | |
| "grad_norm": 0.1377599686384201, | |
| "learning_rate": 2.9573279936809667e-05, | |
| "loss": 1.0039435625076294, | |
| "mean_token_accuracy": 0.699637234210968, | |
| "num_tokens": 14270212.0, | |
| "step": 111 | |
| }, | |
| { | |
| "entropy": 1.0302995592355728, | |
| "epoch": 1.4387096774193548, | |
| "grad_norm": 0.13768720626831055, | |
| "learning_rate": 2.9225020508046232e-05, | |
| "loss": 1.0220448970794678, | |
| "mean_token_accuracy": 0.6949515119194984, | |
| "num_tokens": 14400115.0, | |
| "step": 112 | |
| }, | |
| { | |
| "entropy": 1.0343796014785767, | |
| "epoch": 1.4516129032258065, | |
| "grad_norm": 0.13906188309192657, | |
| "learning_rate": 2.8875914991604948e-05, | |
| "loss": 1.0252317190170288, | |
| "mean_token_accuracy": 0.6952718943357468, | |
| "num_tokens": 14530182.0, | |
| "step": 113 | |
| }, | |
| { | |
| "entropy": 1.0087079033255577, | |
| "epoch": 1.4645161290322581, | |
| "grad_norm": 0.14347852766513824, | |
| "learning_rate": 2.8526033298122985e-05, | |
| "loss": 1.0005042552947998, | |
| "mean_token_accuracy": 0.7015687823295593, | |
| "num_tokens": 14658760.0, | |
| "step": 114 | |
| }, | |
| { | |
| "entropy": 1.0079718455672264, | |
| "epoch": 1.4774193548387098, | |
| "grad_norm": 0.1353033185005188, | |
| "learning_rate": 2.8175445493671972e-05, | |
| "loss": 1.0109742879867554, | |
| "mean_token_accuracy": 0.6946247220039368, | |
| "num_tokens": 14787887.0, | |
| "step": 115 | |
| }, | |
| { | |
| "entropy": 1.0122466161847115, | |
| "epoch": 1.4903225806451612, | |
| "grad_norm": 0.1421288102865219, | |
| "learning_rate": 2.782422178572682e-05, | |
| "loss": 1.0127758979797363, | |
| "mean_token_accuracy": 0.6972710192203522, | |
| "num_tokens": 14917268.0, | |
| "step": 116 | |
| }, | |
| { | |
| "entropy": 1.0002537220716476, | |
| "epoch": 1.5032258064516129, | |
| "grad_norm": 0.14423465728759766, | |
| "learning_rate": 2.7472432509106248e-05, | |
| "loss": 1.0058646202087402, | |
| "mean_token_accuracy": 0.6994956210255623, | |
| "num_tokens": 15044663.0, | |
| "step": 117 | |
| }, | |
| { | |
| "entropy": 1.0204123258590698, | |
| "epoch": 1.5161290322580645, | |
| "grad_norm": 0.1408473253250122, | |
| "learning_rate": 2.7120148111887732e-05, | |
| "loss": 1.0183706283569336, | |
| "mean_token_accuracy": 0.6959905028343201, | |
| "num_tokens": 15174619.0, | |
| "step": 118 | |
| }, | |
| { | |
| "entropy": 1.0369951203465462, | |
| "epoch": 1.5290322580645161, | |
| "grad_norm": 0.1445825695991516, | |
| "learning_rate": 2.6767439141299865e-05, | |
| "loss": 1.0403022766113281, | |
| "mean_token_accuracy": 0.6914126351475716, | |
| "num_tokens": 15304197.0, | |
| "step": 119 | |
| }, | |
| { | |
| "entropy": 0.9871217235922813, | |
| "epoch": 1.5419354838709678, | |
| "grad_norm": 0.14201968908309937, | |
| "learning_rate": 2.6414376229594813e-05, | |
| "loss": 0.9843333959579468, | |
| "mean_token_accuracy": 0.7033548727631569, | |
| "num_tokens": 15432579.0, | |
| "step": 120 | |
| }, | |
| { | |
| "entropy": 1.0354598462581635, | |
| "epoch": 1.5548387096774192, | |
| "grad_norm": 0.14182494580745697, | |
| "learning_rate": 2.606103007990371e-05, | |
| "loss": 1.0324954986572266, | |
| "mean_token_accuracy": 0.6913894191384315, | |
| "num_tokens": 15561722.0, | |
| "step": 121 | |
| }, | |
| { | |
| "entropy": 1.0236361995339394, | |
| "epoch": 1.567741935483871, | |
| "grad_norm": 0.13691937923431396, | |
| "learning_rate": 2.570747145207796e-05, | |
| "loss": 1.0316237211227417, | |
| "mean_token_accuracy": 0.6904159933328629, | |
| "num_tokens": 15691958.0, | |
| "step": 122 | |
| }, | |
| { | |
| "entropy": 1.0215153396129608, | |
| "epoch": 1.5806451612903225, | |
| "grad_norm": 0.1487395167350769, | |
| "learning_rate": 2.5353771148519057e-05, | |
| "loss": 1.0282378196716309, | |
| "mean_token_accuracy": 0.6913777440786362, | |
| "num_tokens": 15821165.0, | |
| "step": 123 | |
| }, | |
| { | |
| "entropy": 0.9973925575613976, | |
| "epoch": 1.5935483870967742, | |
| "grad_norm": 0.14773723483085632, | |
| "learning_rate": 2.5e-05, | |
| "loss": 0.992594838142395, | |
| "mean_token_accuracy": 0.700667105615139, | |
| "num_tokens": 15949216.0, | |
| "step": 124 | |
| }, | |
| { | |
| "entropy": 1.0059948936104774, | |
| "epoch": 1.6064516129032258, | |
| "grad_norm": 0.14315782487392426, | |
| "learning_rate": 2.4646228851480956e-05, | |
| "loss": 0.9999693036079407, | |
| "mean_token_accuracy": 0.7004231512546539, | |
| "num_tokens": 16078522.0, | |
| "step": 125 | |
| }, | |
| { | |
| "entropy": 1.0299797132611275, | |
| "epoch": 1.6193548387096774, | |
| "grad_norm": 0.13848090171813965, | |
| "learning_rate": 2.429252854792205e-05, | |
| "loss": 1.01283860206604, | |
| "mean_token_accuracy": 0.6960466951131821, | |
| "num_tokens": 16208166.0, | |
| "step": 126 | |
| }, | |
| { | |
| "entropy": 1.02093555778265, | |
| "epoch": 1.632258064516129, | |
| "grad_norm": 0.14542198181152344, | |
| "learning_rate": 2.39389699200963e-05, | |
| "loss": 1.0113534927368164, | |
| "mean_token_accuracy": 0.697401650249958, | |
| "num_tokens": 16338202.0, | |
| "step": 127 | |
| }, | |
| { | |
| "entropy": 0.9917213767766953, | |
| "epoch": 1.6451612903225805, | |
| "grad_norm": 0.14419761300086975, | |
| "learning_rate": 2.358562377040519e-05, | |
| "loss": 0.9841994047164917, | |
| "mean_token_accuracy": 0.7038668245077133, | |
| "num_tokens": 16468262.0, | |
| "step": 128 | |
| }, | |
| { | |
| "entropy": 1.0204757675528526, | |
| "epoch": 1.6580645161290324, | |
| "grad_norm": 0.14411410689353943, | |
| "learning_rate": 2.3232560858700137e-05, | |
| "loss": 1.0233168601989746, | |
| "mean_token_accuracy": 0.6931110769510269, | |
| "num_tokens": 16597219.0, | |
| "step": 129 | |
| }, | |
| { | |
| "entropy": 1.0202430561184883, | |
| "epoch": 1.6709677419354838, | |
| "grad_norm": 0.14136308431625366, | |
| "learning_rate": 2.287985188811228e-05, | |
| "loss": 1.0240514278411865, | |
| "mean_token_accuracy": 0.6934163346886635, | |
| "num_tokens": 16725933.0, | |
| "step": 130 | |
| }, | |
| { | |
| "entropy": 1.0111908614635468, | |
| "epoch": 1.6838709677419355, | |
| "grad_norm": 0.14592957496643066, | |
| "learning_rate": 2.2527567490893758e-05, | |
| "loss": 1.0206562280654907, | |
| "mean_token_accuracy": 0.6934522315859795, | |
| "num_tokens": 16854221.0, | |
| "step": 131 | |
| }, | |
| { | |
| "entropy": 1.0256818979978561, | |
| "epoch": 1.696774193548387, | |
| "grad_norm": 0.13796362280845642, | |
| "learning_rate": 2.2175778214273185e-05, | |
| "loss": 1.0266203880310059, | |
| "mean_token_accuracy": 0.6940783485770226, | |
| "num_tokens": 16984319.0, | |
| "step": 132 | |
| }, | |
| { | |
| "entropy": 1.0219127759337425, | |
| "epoch": 1.7096774193548387, | |
| "grad_norm": 0.14714568853378296, | |
| "learning_rate": 2.182455450632803e-05, | |
| "loss": 1.024146556854248, | |
| "mean_token_accuracy": 0.693178303539753, | |
| "num_tokens": 17112766.0, | |
| "step": 133 | |
| }, | |
| { | |
| "entropy": 1.0336032658815384, | |
| "epoch": 1.7225806451612904, | |
| "grad_norm": 0.1392759084701538, | |
| "learning_rate": 2.1473966701877025e-05, | |
| "loss": 1.031114101409912, | |
| "mean_token_accuracy": 0.6899987980723381, | |
| "num_tokens": 17241888.0, | |
| "step": 134 | |
| }, | |
| { | |
| "entropy": 1.0012932121753693, | |
| "epoch": 1.7354838709677418, | |
| "grad_norm": 0.13640883564949036, | |
| "learning_rate": 2.1124085008395054e-05, | |
| "loss": 0.99483323097229, | |
| "mean_token_accuracy": 0.699407234787941, | |
| "num_tokens": 17371518.0, | |
| "step": 135 | |
| }, | |
| { | |
| "entropy": 1.023273080587387, | |
| "epoch": 1.7483870967741937, | |
| "grad_norm": 0.13954921066761017, | |
| "learning_rate": 2.0774979491953777e-05, | |
| "loss": 1.0156586170196533, | |
| "mean_token_accuracy": 0.6934596672654152, | |
| "num_tokens": 17501856.0, | |
| "step": 136 | |
| }, | |
| { | |
| "entropy": 1.0082550570368767, | |
| "epoch": 1.761290322580645, | |
| "grad_norm": 0.14078585803508759, | |
| "learning_rate": 2.0426720063190335e-05, | |
| "loss": 1.0049326419830322, | |
| "mean_token_accuracy": 0.6976227834820747, | |
| "num_tokens": 17630077.0, | |
| "step": 137 | |
| }, | |
| { | |
| "entropy": 1.0113943740725517, | |
| "epoch": 1.7741935483870968, | |
| "grad_norm": 0.1388006955385208, | |
| "learning_rate": 2.0079376463307368e-05, | |
| "loss": 1.008650302886963, | |
| "mean_token_accuracy": 0.6971171796321869, | |
| "num_tokens": 17757628.0, | |
| "step": 138 | |
| }, | |
| { | |
| "entropy": 1.0009506717324257, | |
| "epoch": 1.7870967741935484, | |
| "grad_norm": 0.1410999745130539, | |
| "learning_rate": 1.973301825010685e-05, | |
| "loss": 1.002673864364624, | |
| "mean_token_accuracy": 0.6974465698003769, | |
| "num_tokens": 17887287.0, | |
| "step": 139 | |
| }, | |
| { | |
| "entropy": 1.0393515154719353, | |
| "epoch": 1.8, | |
| "grad_norm": 0.14737561345100403, | |
| "learning_rate": 1.9387714784060685e-05, | |
| "loss": 1.0421193838119507, | |
| "mean_token_accuracy": 0.6883728802204132, | |
| "num_tokens": 18016015.0, | |
| "step": 140 | |
| }, | |
| { | |
| "entropy": 1.01366426050663, | |
| "epoch": 1.8129032258064517, | |
| "grad_norm": 0.14167554676532745, | |
| "learning_rate": 1.904353521442088e-05, | |
| "loss": 1.0130255222320557, | |
| "mean_token_accuracy": 0.6935537680983543, | |
| "num_tokens": 18145940.0, | |
| "step": 141 | |
| }, | |
| { | |
| "entropy": 0.9947181940078735, | |
| "epoch": 1.8258064516129031, | |
| "grad_norm": 0.14348004758358002, | |
| "learning_rate": 1.8700548465371874e-05, | |
| "loss": 0.9804049730300903, | |
| "mean_token_accuracy": 0.7035569846630096, | |
| "num_tokens": 18276039.0, | |
| "step": 142 | |
| }, | |
| { | |
| "entropy": 1.0215622782707214, | |
| "epoch": 1.838709677419355, | |
| "grad_norm": 0.1438874453306198, | |
| "learning_rate": 1.8358823222228097e-05, | |
| "loss": 1.0185149908065796, | |
| "mean_token_accuracy": 0.6950262635946274, | |
| "num_tokens": 18401790.0, | |
| "step": 143 | |
| }, | |
| { | |
| "entropy": 1.003854677081108, | |
| "epoch": 1.8516129032258064, | |
| "grad_norm": 0.13913430273532867, | |
| "learning_rate": 1.801842791767925e-05, | |
| "loss": 1.0018150806427002, | |
| "mean_token_accuracy": 0.698628194630146, | |
| "num_tokens": 18530808.0, | |
| "step": 144 | |
| }, | |
| { | |
| "entropy": 0.9781669676303864, | |
| "epoch": 1.864516129032258, | |
| "grad_norm": 0.14533355832099915, | |
| "learning_rate": 1.7679430718086243e-05, | |
| "loss": 0.9760633707046509, | |
| "mean_token_accuracy": 0.7056997269392014, | |
| "num_tokens": 18659766.0, | |
| "step": 145 | |
| }, | |
| { | |
| "entropy": 0.9946553856134415, | |
| "epoch": 1.8774193548387097, | |
| "grad_norm": 0.13890255987644196, | |
| "learning_rate": 1.7341899509830416e-05, | |
| "loss": 1.0002374649047852, | |
| "mean_token_accuracy": 0.7009364366531372, | |
| "num_tokens": 18789014.0, | |
| "step": 146 | |
| }, | |
| { | |
| "entropy": 1.0132156759500504, | |
| "epoch": 1.8903225806451613, | |
| "grad_norm": 0.13903337717056274, | |
| "learning_rate": 1.700590188571887e-05, | |
| "loss": 1.013561487197876, | |
| "mean_token_accuracy": 0.6940024495124817, | |
| "num_tokens": 18918025.0, | |
| "step": 147 | |
| }, | |
| { | |
| "entropy": 0.9755073860287666, | |
| "epoch": 1.903225806451613, | |
| "grad_norm": 0.14805617928504944, | |
| "learning_rate": 1.667150513144856e-05, | |
| "loss": 0.9804725646972656, | |
| "mean_token_accuracy": 0.7047407254576683, | |
| "num_tokens": 19048295.0, | |
| "step": 148 | |
| }, | |
| { | |
| "entropy": 1.007135532796383, | |
| "epoch": 1.9161290322580644, | |
| "grad_norm": 0.13888275623321533, | |
| "learning_rate": 1.633877621213192e-05, | |
| "loss": 1.0063148736953735, | |
| "mean_token_accuracy": 0.6959036514163017, | |
| "num_tokens": 19173607.0, | |
| "step": 149 | |
| }, | |
| { | |
| "entropy": 0.9916294440627098, | |
| "epoch": 1.9290322580645163, | |
| "grad_norm": 0.14132030308246613, | |
| "learning_rate": 1.6007781758886607e-05, | |
| "loss": 0.995391309261322, | |
| "mean_token_accuracy": 0.7005252242088318, | |
| "num_tokens": 19303083.0, | |
| "step": 150 | |
| }, | |
| { | |
| "entropy": 1.035450056195259, | |
| "epoch": 1.9419354838709677, | |
| "grad_norm": 0.13970625400543213, | |
| "learning_rate": 1.567858805549229e-05, | |
| "loss": 1.0316739082336426, | |
| "mean_token_accuracy": 0.6913958415389061, | |
| "num_tokens": 19431668.0, | |
| "step": 151 | |
| }, | |
| { | |
| "entropy": 1.0315918624401093, | |
| "epoch": 1.9548387096774194, | |
| "grad_norm": 0.1366419643163681, | |
| "learning_rate": 1.535126102511678e-05, | |
| "loss": 1.02440345287323, | |
| "mean_token_accuracy": 0.6905666291713715, | |
| "num_tokens": 19560373.0, | |
| "step": 152 | |
| }, | |
| { | |
| "entropy": 1.0261467769742012, | |
| "epoch": 1.967741935483871, | |
| "grad_norm": 0.14188458025455475, | |
| "learning_rate": 1.5025866217114592e-05, | |
| "loss": 1.0182201862335205, | |
| "mean_token_accuracy": 0.6918191909790039, | |
| "num_tokens": 19688747.0, | |
| "step": 153 | |
| }, | |
| { | |
| "entropy": 1.0280335769057274, | |
| "epoch": 1.9806451612903224, | |
| "grad_norm": 0.1408587545156479, | |
| "learning_rate": 1.4702468793900188e-05, | |
| "loss": 1.0299128293991089, | |
| "mean_token_accuracy": 0.6898224130272865, | |
| "num_tokens": 19816935.0, | |
| "step": 154 | |
| }, | |
| { | |
| "entropy": 1.0113243460655212, | |
| "epoch": 1.9935483870967743, | |
| "grad_norm": 0.13604769110679626, | |
| "learning_rate": 1.4381133517898804e-05, | |
| "loss": 1.0048298835754395, | |
| "mean_token_accuracy": 0.6976648792624474, | |
| "num_tokens": 19946010.0, | |
| "step": 155 | |
| }, | |
| { | |
| "entropy": 1.0134106129407883, | |
| "epoch": 2.0, | |
| "grad_norm": 0.1904267519712448, | |
| "learning_rate": 1.4061924738577403e-05, | |
| "loss": 0.9954104423522949, | |
| "mean_token_accuracy": 0.6922345757484436, | |
| "num_tokens": 19994005.0, | |
| "step": 156 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 234, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 2.1719801448334623e+18, | |
| "train_batch_size": 1, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |