Instructions to use Taywon/A2plus_v4_qwq_e2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use Taywon/A2plus_v4_qwq_e2 with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/QwQ-32B") model = PeftModel.from_pretrained(base_model, "Taywon/A2plus_v4_qwq_e2") - Transformers
How to use Taywon/A2plus_v4_qwq_e2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="Taywon/A2plus_v4_qwq_e2") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Taywon/A2plus_v4_qwq_e2", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use Taywon/A2plus_v4_qwq_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_qwq_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_qwq_e2", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/Taywon/A2plus_v4_qwq_e2
- SGLang
How to use Taywon/A2plus_v4_qwq_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_qwq_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_qwq_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_qwq_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_qwq_e2", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use Taywon/A2plus_v4_qwq_e2 with Docker Model Runner:
docker model run hf.co/Taywon/A2plus_v4_qwq_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": 1.223182126879692, | |
| "epoch": 0.012903225806451613, | |
| "grad_norm": 1.076210379600525, | |
| "learning_rate": 0.0, | |
| "loss": 2.058398723602295, | |
| "mean_token_accuracy": 0.5399363860487938, | |
| "num_tokens": 129656.0, | |
| "step": 1 | |
| }, | |
| { | |
| "entropy": 1.2220996767282486, | |
| "epoch": 0.025806451612903226, | |
| "grad_norm": 1.0572984218597412, | |
| "learning_rate": 4.166666666666667e-06, | |
| "loss": 2.070119857788086, | |
| "mean_token_accuracy": 0.5379651635885239, | |
| "num_tokens": 257608.0, | |
| "step": 2 | |
| }, | |
| { | |
| "entropy": 1.2825039327144623, | |
| "epoch": 0.03870967741935484, | |
| "grad_norm": 0.9764279723167419, | |
| "learning_rate": 8.333333333333334e-06, | |
| "loss": 2.0715339183807373, | |
| "mean_token_accuracy": 0.5355395078659058, | |
| "num_tokens": 385654.0, | |
| "step": 3 | |
| }, | |
| { | |
| "entropy": 1.3505332916975021, | |
| "epoch": 0.05161290322580645, | |
| "grad_norm": 0.8341186046600342, | |
| "learning_rate": 1.25e-05, | |
| "loss": 2.0449037551879883, | |
| "mean_token_accuracy": 0.5337138548493385, | |
| "num_tokens": 513578.0, | |
| "step": 4 | |
| }, | |
| { | |
| "entropy": 1.3795223087072372, | |
| "epoch": 0.06451612903225806, | |
| "grad_norm": 0.6299435496330261, | |
| "learning_rate": 1.6666666666666667e-05, | |
| "loss": 1.9157527685165405, | |
| "mean_token_accuracy": 0.5517139434814453, | |
| "num_tokens": 643891.0, | |
| "step": 5 | |
| }, | |
| { | |
| "entropy": 1.4815990179777145, | |
| "epoch": 0.07741935483870968, | |
| "grad_norm": 0.4900154173374176, | |
| "learning_rate": 2.0833333333333336e-05, | |
| "loss": 1.891552448272705, | |
| "mean_token_accuracy": 0.5499126613140106, | |
| "num_tokens": 773552.0, | |
| "step": 6 | |
| }, | |
| { | |
| "entropy": 1.5551793575286865, | |
| "epoch": 0.09032258064516129, | |
| "grad_norm": 0.36406657099723816, | |
| "learning_rate": 2.5e-05, | |
| "loss": 1.8251445293426514, | |
| "mean_token_accuracy": 0.5556761026382446, | |
| "num_tokens": 902676.0, | |
| "step": 7 | |
| }, | |
| { | |
| "entropy": 1.6218345165252686, | |
| "epoch": 0.1032258064516129, | |
| "grad_norm": 0.3063054084777832, | |
| "learning_rate": 2.916666666666667e-05, | |
| "loss": 1.7969532012939453, | |
| "mean_token_accuracy": 0.5583265572786331, | |
| "num_tokens": 1031062.0, | |
| "step": 8 | |
| }, | |
| { | |
| "entropy": 1.7121598720550537, | |
| "epoch": 0.11612903225806452, | |
| "grad_norm": 0.2525842785835266, | |
| "learning_rate": 3.3333333333333335e-05, | |
| "loss": 1.7734124660491943, | |
| "mean_token_accuracy": 0.563885897397995, | |
| "num_tokens": 1159144.0, | |
| "step": 9 | |
| }, | |
| { | |
| "entropy": 1.7930369228124619, | |
| "epoch": 0.12903225806451613, | |
| "grad_norm": 0.24535015225410461, | |
| "learning_rate": 3.7500000000000003e-05, | |
| "loss": 1.7790138721466064, | |
| "mean_token_accuracy": 0.5602867007255554, | |
| "num_tokens": 1286047.0, | |
| "step": 10 | |
| }, | |
| { | |
| "entropy": 1.8023179322481155, | |
| "epoch": 0.14193548387096774, | |
| "grad_norm": 0.2574515640735626, | |
| "learning_rate": 4.166666666666667e-05, | |
| "loss": 1.7038989067077637, | |
| "mean_token_accuracy": 0.5719256922602654, | |
| "num_tokens": 1414956.0, | |
| "step": 11 | |
| }, | |
| { | |
| "entropy": 1.8494196385145187, | |
| "epoch": 0.15483870967741936, | |
| "grad_norm": 0.28199130296707153, | |
| "learning_rate": 4.5833333333333334e-05, | |
| "loss": 1.6980609893798828, | |
| "mean_token_accuracy": 0.5720911771059036, | |
| "num_tokens": 1544083.0, | |
| "step": 12 | |
| }, | |
| { | |
| "entropy": 1.8534925431013107, | |
| "epoch": 0.16774193548387098, | |
| "grad_norm": 0.29593202471733093, | |
| "learning_rate": 5e-05, | |
| "loss": 1.6669628620147705, | |
| "mean_token_accuracy": 0.5764533281326294, | |
| "num_tokens": 1673817.0, | |
| "step": 13 | |
| }, | |
| { | |
| "entropy": 1.7742547988891602, | |
| "epoch": 0.18064516129032257, | |
| "grad_norm": 0.2752297818660736, | |
| "learning_rate": 4.9997496794168726e-05, | |
| "loss": 1.5782192945480347, | |
| "mean_token_accuracy": 0.5955501049757004, | |
| "num_tokens": 1801770.0, | |
| "step": 14 | |
| }, | |
| { | |
| "entropy": 1.8175705522298813, | |
| "epoch": 0.1935483870967742, | |
| "grad_norm": 0.2872096300125122, | |
| "learning_rate": 4.998998767795805e-05, | |
| "loss": 1.5999691486358643, | |
| "mean_token_accuracy": 0.5888361930847168, | |
| "num_tokens": 1931723.0, | |
| "step": 15 | |
| }, | |
| { | |
| "entropy": 1.7427806854248047, | |
| "epoch": 0.2064516129032258, | |
| "grad_norm": 0.2521703839302063, | |
| "learning_rate": 4.9977474155117045e-05, | |
| "loss": 1.5546669960021973, | |
| "mean_token_accuracy": 0.5967967882752419, | |
| "num_tokens": 2061345.0, | |
| "step": 16 | |
| }, | |
| { | |
| "entropy": 1.6578464657068253, | |
| "epoch": 0.21935483870967742, | |
| "grad_norm": 0.22542445361614227, | |
| "learning_rate": 4.995995873155958e-05, | |
| "loss": 1.5100972652435303, | |
| "mean_token_accuracy": 0.6021811291575432, | |
| "num_tokens": 2190508.0, | |
| "step": 17 | |
| }, | |
| { | |
| "entropy": 1.598375290632248, | |
| "epoch": 0.23225806451612904, | |
| "grad_norm": 0.1917019784450531, | |
| "learning_rate": 4.99374449148625e-05, | |
| "loss": 1.490499496459961, | |
| "mean_token_accuracy": 0.60594841837883, | |
| "num_tokens": 2318941.0, | |
| "step": 18 | |
| }, | |
| { | |
| "entropy": 1.5606479495763779, | |
| "epoch": 0.24516129032258063, | |
| "grad_norm": 0.1699151247739792, | |
| "learning_rate": 4.9909937213563165e-05, | |
| "loss": 1.480535626411438, | |
| "mean_token_accuracy": 0.607219472527504, | |
| "num_tokens": 2448059.0, | |
| "step": 19 | |
| }, | |
| { | |
| "entropy": 1.5005332827568054, | |
| "epoch": 0.25806451612903225, | |
| "grad_norm": 0.15443331003189087, | |
| "learning_rate": 4.987744113625665e-05, | |
| "loss": 1.4707814455032349, | |
| "mean_token_accuracy": 0.6087440326809883, | |
| "num_tokens": 2577375.0, | |
| "step": 20 | |
| }, | |
| { | |
| "entropy": 1.3930998891592026, | |
| "epoch": 0.2709677419354839, | |
| "grad_norm": 0.1559259444475174, | |
| "learning_rate": 4.9839963190492576e-05, | |
| "loss": 1.410855770111084, | |
| "mean_token_accuracy": 0.6227314248681068, | |
| "num_tokens": 2707055.0, | |
| "step": 21 | |
| }, | |
| { | |
| "entropy": 1.36322420835495, | |
| "epoch": 0.2838709677419355, | |
| "grad_norm": 0.20294561982154846, | |
| "learning_rate": 4.979751088147192e-05, | |
| "loss": 1.4284950494766235, | |
| "mean_token_accuracy": 0.6158238276839256, | |
| "num_tokens": 2836471.0, | |
| "step": 22 | |
| }, | |
| { | |
| "entropy": 1.3222410529851913, | |
| "epoch": 0.2967741935483871, | |
| "grad_norm": 0.22203199565410614, | |
| "learning_rate": 4.975009271054409e-05, | |
| "loss": 1.4026174545288086, | |
| "mean_token_accuracy": 0.6221327260136604, | |
| "num_tokens": 2967186.0, | |
| "step": 23 | |
| }, | |
| { | |
| "entropy": 1.3454352766275406, | |
| "epoch": 0.3096774193548387, | |
| "grad_norm": 0.2088484764099121, | |
| "learning_rate": 4.969771817350445e-05, | |
| "loss": 1.4195332527160645, | |
| "mean_token_accuracy": 0.6193315461277962, | |
| "num_tokens": 3091283.0, | |
| "step": 24 | |
| }, | |
| { | |
| "entropy": 1.3203742057085037, | |
| "epoch": 0.3225806451612903, | |
| "grad_norm": 0.1915750652551651, | |
| "learning_rate": 4.9640397758692715e-05, | |
| "loss": 1.3804551362991333, | |
| "mean_token_accuracy": 0.626660019159317, | |
| "num_tokens": 3221704.0, | |
| "step": 25 | |
| }, | |
| { | |
| "entropy": 1.3405092060565948, | |
| "epoch": 0.33548387096774196, | |
| "grad_norm": 0.16226191818714142, | |
| "learning_rate": 4.957814294489261e-05, | |
| "loss": 1.3678839206695557, | |
| "mean_token_accuracy": 0.6271623075008392, | |
| "num_tokens": 3351359.0, | |
| "step": 26 | |
| }, | |
| { | |
| "entropy": 1.3681351393461227, | |
| "epoch": 0.34838709677419355, | |
| "grad_norm": 0.15001052618026733, | |
| "learning_rate": 4.9510966199033174e-05, | |
| "loss": 1.3961801528930664, | |
| "mean_token_accuracy": 0.6210252344608307, | |
| "num_tokens": 3480058.0, | |
| "step": 27 | |
| }, | |
| { | |
| "entropy": 1.360452800989151, | |
| "epoch": 0.36129032258064514, | |
| "grad_norm": 0.13115695118904114, | |
| "learning_rate": 4.943888097369216e-05, | |
| "loss": 1.3473964929580688, | |
| "mean_token_accuracy": 0.6314521729946136, | |
| "num_tokens": 3610897.0, | |
| "step": 28 | |
| }, | |
| { | |
| "entropy": 1.3818826526403427, | |
| "epoch": 0.3741935483870968, | |
| "grad_norm": 0.12812234461307526, | |
| "learning_rate": 4.936190170440208e-05, | |
| "loss": 1.3602492809295654, | |
| "mean_token_accuracy": 0.6298193782567978, | |
| "num_tokens": 3740627.0, | |
| "step": 29 | |
| }, | |
| { | |
| "entropy": 1.3282616436481476, | |
| "epoch": 0.3870967741935484, | |
| "grad_norm": 0.12813468277454376, | |
| "learning_rate": 4.928004380675941e-05, | |
| "loss": 1.2889750003814697, | |
| "mean_token_accuracy": 0.6441097930073738, | |
| "num_tokens": 3869695.0, | |
| "step": 30 | |
| }, | |
| { | |
| "entropy": 1.3403072953224182, | |
| "epoch": 0.4, | |
| "grad_norm": 0.1254233419895172, | |
| "learning_rate": 4.9193323673337476e-05, | |
| "loss": 1.3034392595291138, | |
| "mean_token_accuracy": 0.6405649855732918, | |
| "num_tokens": 3998221.0, | |
| "step": 31 | |
| }, | |
| { | |
| "entropy": 1.3977190256118774, | |
| "epoch": 0.4129032258064516, | |
| "grad_norm": 0.13067315518856049, | |
| "learning_rate": 4.910175867040377e-05, | |
| "loss": 1.354722261428833, | |
| "mean_token_accuracy": 0.6276756450533867, | |
| "num_tokens": 4127108.0, | |
| "step": 32 | |
| }, | |
| { | |
| "entropy": 1.348634958267212, | |
| "epoch": 0.4258064516129032, | |
| "grad_norm": 0.12189042568206787, | |
| "learning_rate": 4.9005367134442235e-05, | |
| "loss": 1.3136909008026123, | |
| "mean_token_accuracy": 0.6381376534700394, | |
| "num_tokens": 4256994.0, | |
| "step": 33 | |
| }, | |
| { | |
| "entropy": 1.3185934275388718, | |
| "epoch": 0.43870967741935485, | |
| "grad_norm": 0.1224159300327301, | |
| "learning_rate": 4.890416836848127e-05, | |
| "loss": 1.2872580289840698, | |
| "mean_token_accuracy": 0.6426139622926712, | |
| "num_tokens": 4385244.0, | |
| "step": 34 | |
| }, | |
| { | |
| "entropy": 1.2890230417251587, | |
| "epoch": 0.45161290322580644, | |
| "grad_norm": 0.11730781197547913, | |
| "learning_rate": 4.8798182638228166e-05, | |
| "loss": 1.2566399574279785, | |
| "mean_token_accuracy": 0.649329274892807, | |
| "num_tokens": 4515175.0, | |
| "step": 35 | |
| }, | |
| { | |
| "entropy": 1.3161695450544357, | |
| "epoch": 0.4645161290322581, | |
| "grad_norm": 0.11564701795578003, | |
| "learning_rate": 4.868743116801074e-05, | |
| "loss": 1.2894011735916138, | |
| "mean_token_accuracy": 0.6447330787777901, | |
| "num_tokens": 4644464.0, | |
| "step": 36 | |
| }, | |
| { | |
| "entropy": 1.263451337814331, | |
| "epoch": 0.4774193548387097, | |
| "grad_norm": 0.11025005578994751, | |
| "learning_rate": 4.857193613652711e-05, | |
| "loss": 1.250872254371643, | |
| "mean_token_accuracy": 0.6496427357196808, | |
| "num_tokens": 4774388.0, | |
| "step": 37 | |
| }, | |
| { | |
| "entropy": 1.2831027507781982, | |
| "epoch": 0.49032258064516127, | |
| "grad_norm": 0.11225498467683792, | |
| "learning_rate": 4.845172067240415e-05, | |
| "loss": 1.2833701372146606, | |
| "mean_token_accuracy": 0.642292931675911, | |
| "num_tokens": 4903171.0, | |
| "step": 38 | |
| }, | |
| { | |
| "entropy": 1.28334479033947, | |
| "epoch": 0.5032258064516129, | |
| "grad_norm": 0.11390651762485504, | |
| "learning_rate": 4.8326808849565936e-05, | |
| "loss": 1.2927157878875732, | |
| "mean_token_accuracy": 0.6402992084622383, | |
| "num_tokens": 5033677.0, | |
| "step": 39 | |
| }, | |
| { | |
| "entropy": 1.2627993077039719, | |
| "epoch": 0.5161290322580645, | |
| "grad_norm": 0.1086907684803009, | |
| "learning_rate": 4.819722568241274e-05, | |
| "loss": 1.2574979066848755, | |
| "mean_token_accuracy": 0.6465372666716576, | |
| "num_tokens": 5163487.0, | |
| "step": 40 | |
| }, | |
| { | |
| "entropy": 1.2626460939645767, | |
| "epoch": 0.5290322580645161, | |
| "grad_norm": 0.10910395532846451, | |
| "learning_rate": 4.806299712081172e-05, | |
| "loss": 1.266538381576538, | |
| "mean_token_accuracy": 0.6473062336444855, | |
| "num_tokens": 5292899.0, | |
| "step": 41 | |
| }, | |
| { | |
| "entropy": 1.2527801245450974, | |
| "epoch": 0.5419354838709678, | |
| "grad_norm": 0.10939069092273712, | |
| "learning_rate": 4.792415004490034e-05, | |
| "loss": 1.2544794082641602, | |
| "mean_token_accuracy": 0.6493285819888115, | |
| "num_tokens": 5422025.0, | |
| "step": 42 | |
| }, | |
| { | |
| "entropy": 1.2684112191200256, | |
| "epoch": 0.5548387096774193, | |
| "grad_norm": 0.10955163091421127, | |
| "learning_rate": 4.77807122597034e-05, | |
| "loss": 1.2640540599822998, | |
| "mean_token_accuracy": 0.6442403197288513, | |
| "num_tokens": 5551149.0, | |
| "step": 43 | |
| }, | |
| { | |
| "entropy": 1.202114075422287, | |
| "epoch": 0.567741935483871, | |
| "grad_norm": 0.10252036899328232, | |
| "learning_rate": 4.7632712489564926e-05, | |
| "loss": 1.2032322883605957, | |
| "mean_token_accuracy": 0.6615511402487755, | |
| "num_tokens": 5680701.0, | |
| "step": 44 | |
| }, | |
| { | |
| "entropy": 1.2185258865356445, | |
| "epoch": 0.5806451612903226, | |
| "grad_norm": 0.10858958959579468, | |
| "learning_rate": 4.748018037239592e-05, | |
| "loss": 1.2210724353790283, | |
| "mean_token_accuracy": 0.6543648615479469, | |
| "num_tokens": 5808493.0, | |
| "step": 45 | |
| }, | |
| { | |
| "entropy": 1.2259098291397095, | |
| "epoch": 0.5935483870967742, | |
| "grad_norm": 0.10566595196723938, | |
| "learning_rate": 4.732314645373921e-05, | |
| "loss": 1.2279314994812012, | |
| "mean_token_accuracy": 0.6541318669915199, | |
| "num_tokens": 5938296.0, | |
| "step": 46 | |
| }, | |
| { | |
| "entropy": 1.217906042933464, | |
| "epoch": 0.6064516129032258, | |
| "grad_norm": 0.10399080067873001, | |
| "learning_rate": 4.7161642180652464e-05, | |
| "loss": 1.2170512676239014, | |
| "mean_token_accuracy": 0.6552224531769753, | |
| "num_tokens": 6067439.0, | |
| "step": 47 | |
| }, | |
| { | |
| "entropy": 1.243887796998024, | |
| "epoch": 0.6193548387096774, | |
| "grad_norm": 0.10374640673398972, | |
| "learning_rate": 4.699569989541074e-05, | |
| "loss": 1.2446861267089844, | |
| "mean_token_accuracy": 0.6509256213903427, | |
| "num_tokens": 6197510.0, | |
| "step": 48 | |
| }, | |
| { | |
| "entropy": 1.2262021899223328, | |
| "epoch": 0.632258064516129, | |
| "grad_norm": 0.10401046276092529, | |
| "learning_rate": 4.6825352829029705e-05, | |
| "loss": 1.2263641357421875, | |
| "mean_token_accuracy": 0.6529856100678444, | |
| "num_tokens": 6327768.0, | |
| "step": 49 | |
| }, | |
| { | |
| "entropy": 1.1782560497522354, | |
| "epoch": 0.6451612903225806, | |
| "grad_norm": 0.10297931730747223, | |
| "learning_rate": 4.665063509461097e-05, | |
| "loss": 1.1814297437667847, | |
| "mean_token_accuracy": 0.6635062471032143, | |
| "num_tokens": 6455846.0, | |
| "step": 50 | |
| }, | |
| { | |
| "entropy": 1.2240826934576035, | |
| "epoch": 0.6580645161290323, | |
| "grad_norm": 0.10559607297182083, | |
| "learning_rate": 4.647158168051066e-05, | |
| "loss": 1.2128801345825195, | |
| "mean_token_accuracy": 0.659131720662117, | |
| "num_tokens": 6585457.0, | |
| "step": 51 | |
| }, | |
| { | |
| "entropy": 1.2306331396102905, | |
| "epoch": 0.6709677419354839, | |
| "grad_norm": 0.10558925569057465, | |
| "learning_rate": 4.628822844333278e-05, | |
| "loss": 1.2250795364379883, | |
| "mean_token_accuracy": 0.6541951075196266, | |
| "num_tokens": 6716096.0, | |
| "step": 52 | |
| }, | |
| { | |
| "entropy": 1.2307018637657166, | |
| "epoch": 0.6838709677419355, | |
| "grad_norm": 0.106507308781147, | |
| "learning_rate": 4.6100612100748765e-05, | |
| "loss": 1.216687798500061, | |
| "mean_token_accuracy": 0.657420352101326, | |
| "num_tokens": 6844341.0, | |
| "step": 53 | |
| }, | |
| { | |
| "entropy": 1.1905661970376968, | |
| "epoch": 0.6967741935483871, | |
| "grad_norm": 0.1018037423491478, | |
| "learning_rate": 4.59087702241444e-05, | |
| "loss": 1.1824817657470703, | |
| "mean_token_accuracy": 0.6638368740677834, | |
| "num_tokens": 6971794.0, | |
| "step": 54 | |
| }, | |
| { | |
| "entropy": 1.2321506142616272, | |
| "epoch": 0.7096774193548387, | |
| "grad_norm": 0.1053023412823677, | |
| "learning_rate": 4.571274123109606e-05, | |
| "loss": 1.2273911237716675, | |
| "mean_token_accuracy": 0.6531050652265549, | |
| "num_tokens": 7100353.0, | |
| "step": 55 | |
| }, | |
| { | |
| "entropy": 1.1877244710922241, | |
| "epoch": 0.7225806451612903, | |
| "grad_norm": 0.10472644120454788, | |
| "learning_rate": 4.551256437767719e-05, | |
| "loss": 1.1830646991729736, | |
| "mean_token_accuracy": 0.662447988986969, | |
| "num_tokens": 7230177.0, | |
| "step": 56 | |
| }, | |
| { | |
| "entropy": 1.1354379504919052, | |
| "epoch": 0.7354838709677419, | |
| "grad_norm": 0.10116837918758392, | |
| "learning_rate": 4.530827975059715e-05, | |
| "loss": 1.1367874145507812, | |
| "mean_token_accuracy": 0.6742443069815636, | |
| "num_tokens": 7359042.0, | |
| "step": 57 | |
| }, | |
| { | |
| "entropy": 1.1323172450065613, | |
| "epoch": 0.7483870967741936, | |
| "grad_norm": 0.10149563103914261, | |
| "learning_rate": 4.5099928259173516e-05, | |
| "loss": 1.1368333101272583, | |
| "mean_token_accuracy": 0.6757072061300278, | |
| "num_tokens": 7488137.0, | |
| "step": 58 | |
| }, | |
| { | |
| "entropy": 1.1689679026603699, | |
| "epoch": 0.7612903225806451, | |
| "grad_norm": 0.10289032757282257, | |
| "learning_rate": 4.488755162713975e-05, | |
| "loss": 1.170515775680542, | |
| "mean_token_accuracy": 0.6659915670752525, | |
| "num_tokens": 7618282.0, | |
| "step": 59 | |
| }, | |
| { | |
| "entropy": 1.1511125713586807, | |
| "epoch": 0.7741935483870968, | |
| "grad_norm": 0.10344893485307693, | |
| "learning_rate": 4.467119238428975e-05, | |
| "loss": 1.1578235626220703, | |
| "mean_token_accuracy": 0.6681751757860184, | |
| "num_tokens": 7748017.0, | |
| "step": 60 | |
| }, | |
| { | |
| "entropy": 1.15065398812294, | |
| "epoch": 0.7870967741935484, | |
| "grad_norm": 0.10410141944885254, | |
| "learning_rate": 4.445089385796099e-05, | |
| "loss": 1.1545982360839844, | |
| "mean_token_accuracy": 0.6693510711193085, | |
| "num_tokens": 7876986.0, | |
| "step": 61 | |
| }, | |
| { | |
| "entropy": 1.1854369789361954, | |
| "epoch": 0.8, | |
| "grad_norm": 0.10658932477235794, | |
| "learning_rate": 4.422670016435792e-05, | |
| "loss": 1.1886390447616577, | |
| "mean_token_accuracy": 0.6610049903392792, | |
| "num_tokens": 8006794.0, | |
| "step": 62 | |
| }, | |
| { | |
| "entropy": 1.1734878718852997, | |
| "epoch": 0.8129032258064516, | |
| "grad_norm": 0.0999564528465271, | |
| "learning_rate": 4.3998656199717435e-05, | |
| "loss": 1.1779112815856934, | |
| "mean_token_accuracy": 0.6633528992533684, | |
| "num_tokens": 8135408.0, | |
| "step": 63 | |
| }, | |
| { | |
| "entropy": 1.1888367980718613, | |
| "epoch": 0.8258064516129032, | |
| "grad_norm": 0.1022685319185257, | |
| "learning_rate": 4.3766807631318106e-05, | |
| "loss": 1.1841375827789307, | |
| "mean_token_accuracy": 0.6636051461100578, | |
| "num_tokens": 8265182.0, | |
| "step": 64 | |
| }, | |
| { | |
| "entropy": 1.1773615032434464, | |
| "epoch": 0.8387096774193549, | |
| "grad_norm": 0.10359368473291397, | |
| "learning_rate": 4.353120088833501e-05, | |
| "loss": 1.1596578359603882, | |
| "mean_token_accuracy": 0.6664805710315704, | |
| "num_tokens": 8395710.0, | |
| "step": 65 | |
| }, | |
| { | |
| "entropy": 1.1735037863254547, | |
| "epoch": 0.8516129032258064, | |
| "grad_norm": 0.10424409806728363, | |
| "learning_rate": 4.329188315254196e-05, | |
| "loss": 1.1645269393920898, | |
| "mean_token_accuracy": 0.6646556481719017, | |
| "num_tokens": 8525026.0, | |
| "step": 66 | |
| }, | |
| { | |
| "entropy": 1.1600711345672607, | |
| "epoch": 0.864516129032258, | |
| "grad_norm": 0.10298816114664078, | |
| "learning_rate": 4.3048902348863116e-05, | |
| "loss": 1.146191120147705, | |
| "mean_token_accuracy": 0.6732870414853096, | |
| "num_tokens": 8655176.0, | |
| "step": 67 | |
| }, | |
| { | |
| "entropy": 1.1675972044467926, | |
| "epoch": 0.8774193548387097, | |
| "grad_norm": 0.09964212030172348, | |
| "learning_rate": 4.280230713577564e-05, | |
| "loss": 1.1639752388000488, | |
| "mean_token_accuracy": 0.6678973436355591, | |
| "num_tokens": 8784950.0, | |
| "step": 68 | |
| }, | |
| { | |
| "entropy": 1.1486363634467125, | |
| "epoch": 0.8903225806451613, | |
| "grad_norm": 0.10526347905397415, | |
| "learning_rate": 4.255214689556557e-05, | |
| "loss": 1.1550880670547485, | |
| "mean_token_accuracy": 0.669487789273262, | |
| "num_tokens": 8915424.0, | |
| "step": 69 | |
| }, | |
| { | |
| "entropy": 1.1960512697696686, | |
| "epoch": 0.9032258064516129, | |
| "grad_norm": 0.10434431582689285, | |
| "learning_rate": 4.229847172443866e-05, | |
| "loss": 1.195779800415039, | |
| "mean_token_accuracy": 0.6591227054595947, | |
| "num_tokens": 9043958.0, | |
| "step": 70 | |
| }, | |
| { | |
| "entropy": 1.1383194029331207, | |
| "epoch": 0.9161290322580645, | |
| "grad_norm": 0.10281933099031448, | |
| "learning_rate": 4.204133242248832e-05, | |
| "loss": 1.1457536220550537, | |
| "mean_token_accuracy": 0.670663595199585, | |
| "num_tokens": 9173238.0, | |
| "step": 71 | |
| }, | |
| { | |
| "entropy": 1.1284168064594269, | |
| "epoch": 0.9290322580645162, | |
| "grad_norm": 0.10491844266653061, | |
| "learning_rate": 4.1780780483522575e-05, | |
| "loss": 1.1363515853881836, | |
| "mean_token_accuracy": 0.6729972660541534, | |
| "num_tokens": 9303178.0, | |
| "step": 72 | |
| }, | |
| { | |
| "entropy": 1.155638337135315, | |
| "epoch": 0.9419354838709677, | |
| "grad_norm": 0.10739096254110336, | |
| "learning_rate": 4.151686808475204e-05, | |
| "loss": 1.1668245792388916, | |
| "mean_token_accuracy": 0.6647603213787079, | |
| "num_tokens": 9432086.0, | |
| "step": 73 | |
| }, | |
| { | |
| "entropy": 1.1737090498209, | |
| "epoch": 0.9548387096774194, | |
| "grad_norm": 0.10476558655500412, | |
| "learning_rate": 4.1249648076341165e-05, | |
| "loss": 1.1709017753601074, | |
| "mean_token_accuracy": 0.6655773147940636, | |
| "num_tokens": 9560333.0, | |
| "step": 74 | |
| }, | |
| { | |
| "entropy": 1.1429373025894165, | |
| "epoch": 0.967741935483871, | |
| "grad_norm": 0.09973709285259247, | |
| "learning_rate": 4.0979173970824626e-05, | |
| "loss": 1.1408506631851196, | |
| "mean_token_accuracy": 0.6709853634238243, | |
| "num_tokens": 9689775.0, | |
| "step": 75 | |
| }, | |
| { | |
| "entropy": 1.131405919790268, | |
| "epoch": 0.9806451612903225, | |
| "grad_norm": 0.10272659361362457, | |
| "learning_rate": 4.070549993239106e-05, | |
| "loss": 1.1342134475708008, | |
| "mean_token_accuracy": 0.6737439185380936, | |
| "num_tokens": 9818901.0, | |
| "step": 76 | |
| }, | |
| { | |
| "entropy": 1.1382378786802292, | |
| "epoch": 0.9935483870967742, | |
| "grad_norm": 0.10625957697629929, | |
| "learning_rate": 4.0428680766036384e-05, | |
| "loss": 1.1314501762390137, | |
| "mean_token_accuracy": 0.6726028546690941, | |
| "num_tokens": 9948460.0, | |
| "step": 77 | |
| }, | |
| { | |
| "entropy": 1.1366769075393677, | |
| "epoch": 1.0, | |
| "grad_norm": 0.14248473942279816, | |
| "learning_rate": 4.0148771906588706e-05, | |
| "loss": 1.120863676071167, | |
| "mean_token_accuracy": 0.6762505769729614, | |
| "num_tokens": 9997067.0, | |
| "step": 78 | |
| }, | |
| { | |
| "entropy": 1.1518085598945618, | |
| "epoch": 1.0129032258064516, | |
| "grad_norm": 0.10363268852233887, | |
| "learning_rate": 3.986582940760717e-05, | |
| "loss": 1.1300816535949707, | |
| "mean_token_accuracy": 0.6724538877606392, | |
| "num_tokens": 10126462.0, | |
| "step": 79 | |
| }, | |
| { | |
| "entropy": 1.1565421894192696, | |
| "epoch": 1.0258064516129033, | |
| "grad_norm": 0.10230233520269394, | |
| "learning_rate": 3.957990993015683e-05, | |
| "loss": 1.150430679321289, | |
| "mean_token_accuracy": 0.6694934591650963, | |
| "num_tokens": 10256580.0, | |
| "step": 80 | |
| }, | |
| { | |
| "entropy": 1.1469500064849854, | |
| "epoch": 1.038709677419355, | |
| "grad_norm": 0.1017085388302803, | |
| "learning_rate": 3.929107073146197e-05, | |
| "loss": 1.137932300567627, | |
| "mean_token_accuracy": 0.672937422990799, | |
| "num_tokens": 10385670.0, | |
| "step": 81 | |
| }, | |
| { | |
| "entropy": 1.1146536320447922, | |
| "epoch": 1.0516129032258064, | |
| "grad_norm": 0.10386557132005692, | |
| "learning_rate": 3.899936965343989e-05, | |
| "loss": 1.1186662912368774, | |
| "mean_token_accuracy": 0.6774236634373665, | |
| "num_tokens": 10515880.0, | |
| "step": 82 | |
| }, | |
| { | |
| "entropy": 1.1311339735984802, | |
| "epoch": 1.064516129032258, | |
| "grad_norm": 0.10529699176549911, | |
| "learning_rate": 3.8704865111117746e-05, | |
| "loss": 1.1309411525726318, | |
| "mean_token_accuracy": 0.6742902398109436, | |
| "num_tokens": 10645214.0, | |
| "step": 83 | |
| }, | |
| { | |
| "entropy": 1.0882018506526947, | |
| "epoch": 1.0774193548387097, | |
| "grad_norm": 0.1024845689535141, | |
| "learning_rate": 3.840761608093456e-05, | |
| "loss": 1.0901994705200195, | |
| "mean_token_accuracy": 0.6838363260030746, | |
| "num_tokens": 10775324.0, | |
| "step": 84 | |
| }, | |
| { | |
| "entropy": 1.081175297498703, | |
| "epoch": 1.0903225806451613, | |
| "grad_norm": 0.10421576350927353, | |
| "learning_rate": 3.8107682088930794e-05, | |
| "loss": 1.083613395690918, | |
| "mean_token_accuracy": 0.6847718432545662, | |
| "num_tokens": 10906115.0, | |
| "step": 85 | |
| }, | |
| { | |
| "entropy": 1.1237317472696304, | |
| "epoch": 1.103225806451613, | |
| "grad_norm": 0.10275532305240631, | |
| "learning_rate": 3.7805123198827857e-05, | |
| "loss": 1.1233375072479248, | |
| "mean_token_accuracy": 0.673041544854641, | |
| "num_tokens": 11036082.0, | |
| "step": 86 | |
| }, | |
| { | |
| "entropy": 1.1282892972230911, | |
| "epoch": 1.1161290322580646, | |
| "grad_norm": 0.11031878739595413, | |
| "learning_rate": 3.7500000000000003e-05, | |
| "loss": 1.134421467781067, | |
| "mean_token_accuracy": 0.6718096882104874, | |
| "num_tokens": 11166308.0, | |
| "step": 87 | |
| }, | |
| { | |
| "entropy": 1.1246851980686188, | |
| "epoch": 1.129032258064516, | |
| "grad_norm": 0.10738931596279144, | |
| "learning_rate": 3.719237359534087e-05, | |
| "loss": 1.1162521839141846, | |
| "mean_token_accuracy": 0.6750943064689636, | |
| "num_tokens": 11296038.0, | |
| "step": 88 | |
| }, | |
| { | |
| "entropy": 1.091427892446518, | |
| "epoch": 1.1419354838709677, | |
| "grad_norm": 0.1043296754360199, | |
| "learning_rate": 3.688230558902725e-05, | |
| "loss": 1.0911470651626587, | |
| "mean_token_accuracy": 0.6818756312131882, | |
| "num_tokens": 11424449.0, | |
| "step": 89 | |
| }, | |
| { | |
| "entropy": 1.0753950253129005, | |
| "epoch": 1.1548387096774193, | |
| "grad_norm": 0.10350479930639267, | |
| "learning_rate": 3.656985807418248e-05, | |
| "loss": 1.07297682762146, | |
| "mean_token_accuracy": 0.6874061748385429, | |
| "num_tokens": 11553352.0, | |
| "step": 90 | |
| }, | |
| { | |
| "entropy": 1.0837179571390152, | |
| "epoch": 1.167741935483871, | |
| "grad_norm": 0.10422831773757935, | |
| "learning_rate": 3.6255093620441834e-05, | |
| "loss": 1.0784122943878174, | |
| "mean_token_accuracy": 0.6853957697749138, | |
| "num_tokens": 11683188.0, | |
| "step": 91 | |
| }, | |
| { | |
| "entropy": 1.0955706387758255, | |
| "epoch": 1.1806451612903226, | |
| "grad_norm": 0.1034531518816948, | |
| "learning_rate": 3.593807526142261e-05, | |
| "loss": 1.0929460525512695, | |
| "mean_token_accuracy": 0.680936798453331, | |
| "num_tokens": 11812927.0, | |
| "step": 92 | |
| }, | |
| { | |
| "entropy": 1.1230056285858154, | |
| "epoch": 1.1935483870967742, | |
| "grad_norm": 0.10683950036764145, | |
| "learning_rate": 3.56188664821012e-05, | |
| "loss": 1.1296939849853516, | |
| "mean_token_accuracy": 0.6739164963364601, | |
| "num_tokens": 11941868.0, | |
| "step": 93 | |
| }, | |
| { | |
| "entropy": 1.0906171947717667, | |
| "epoch": 1.206451612903226, | |
| "grad_norm": 0.11000493913888931, | |
| "learning_rate": 3.529753120609982e-05, | |
| "loss": 1.1027157306671143, | |
| "mean_token_accuracy": 0.6794363781809807, | |
| "num_tokens": 12070500.0, | |
| "step": 94 | |
| }, | |
| { | |
| "entropy": 1.1029838472604752, | |
| "epoch": 1.2193548387096773, | |
| "grad_norm": 0.10395485907793045, | |
| "learning_rate": 3.497413378288541e-05, | |
| "loss": 1.1018798351287842, | |
| "mean_token_accuracy": 0.6790261566638947, | |
| "num_tokens": 12199259.0, | |
| "step": 95 | |
| }, | |
| { | |
| "entropy": 1.0792984515428543, | |
| "epoch": 1.232258064516129, | |
| "grad_norm": 0.10340157896280289, | |
| "learning_rate": 3.464873897488322e-05, | |
| "loss": 1.0742807388305664, | |
| "mean_token_accuracy": 0.6854443848133087, | |
| "num_tokens": 12327381.0, | |
| "step": 96 | |
| }, | |
| { | |
| "entropy": 1.1040336340665817, | |
| "epoch": 1.2451612903225806, | |
| "grad_norm": 0.1052948608994484, | |
| "learning_rate": 3.432141194450772e-05, | |
| "loss": 1.1013096570968628, | |
| "mean_token_accuracy": 0.6796243190765381, | |
| "num_tokens": 12457229.0, | |
| "step": 97 | |
| }, | |
| { | |
| "entropy": 1.0985784828662872, | |
| "epoch": 1.2580645161290323, | |
| "grad_norm": 0.10637353360652924, | |
| "learning_rate": 3.39922182411134e-05, | |
| "loss": 1.092590570449829, | |
| "mean_token_accuracy": 0.6829387545585632, | |
| "num_tokens": 12587371.0, | |
| "step": 98 | |
| }, | |
| { | |
| "entropy": 1.108673334121704, | |
| "epoch": 1.270967741935484, | |
| "grad_norm": 0.1088114008307457, | |
| "learning_rate": 3.3661223787868094e-05, | |
| "loss": 1.1037486791610718, | |
| "mean_token_accuracy": 0.6788453385233879, | |
| "num_tokens": 12714956.0, | |
| "step": 99 | |
| }, | |
| { | |
| "entropy": 1.116018533706665, | |
| "epoch": 1.2838709677419355, | |
| "grad_norm": 0.10825629532337189, | |
| "learning_rate": 3.332849486855144e-05, | |
| "loss": 1.1191405057907104, | |
| "mean_token_accuracy": 0.6735457330942154, | |
| "num_tokens": 12845041.0, | |
| "step": 100 | |
| }, | |
| { | |
| "entropy": 1.0860655605793, | |
| "epoch": 1.2967741935483872, | |
| "grad_norm": 0.104007288813591, | |
| "learning_rate": 3.2994098114281134e-05, | |
| "loss": 1.0827304124832153, | |
| "mean_token_accuracy": 0.6839027926325798, | |
| "num_tokens": 12974429.0, | |
| "step": 101 | |
| }, | |
| { | |
| "entropy": 1.0645690262317657, | |
| "epoch": 1.3096774193548386, | |
| "grad_norm": 0.10804564505815506, | |
| "learning_rate": 3.265810049016959e-05, | |
| "loss": 1.0671439170837402, | |
| "mean_token_accuracy": 0.6886417642235756, | |
| "num_tokens": 13103925.0, | |
| "step": 102 | |
| }, | |
| { | |
| "entropy": 1.1119411289691925, | |
| "epoch": 1.3225806451612903, | |
| "grad_norm": 0.107361800968647, | |
| "learning_rate": 3.232056928191376e-05, | |
| "loss": 1.1194833517074585, | |
| "mean_token_accuracy": 0.6785841062664986, | |
| "num_tokens": 13232750.0, | |
| "step": 103 | |
| }, | |
| { | |
| "entropy": 1.0839634910225868, | |
| "epoch": 1.335483870967742, | |
| "grad_norm": 0.10487478226423264, | |
| "learning_rate": 3.1981572082320756e-05, | |
| "loss": 1.0855300426483154, | |
| "mean_token_accuracy": 0.6837950944900513, | |
| "num_tokens": 13362678.0, | |
| "step": 104 | |
| }, | |
| { | |
| "entropy": 1.0855423361063004, | |
| "epoch": 1.3483870967741935, | |
| "grad_norm": 0.10489385575056076, | |
| "learning_rate": 3.164117677777191e-05, | |
| "loss": 1.0878322124481201, | |
| "mean_token_accuracy": 0.6815162599086761, | |
| "num_tokens": 13493019.0, | |
| "step": 105 | |
| }, | |
| { | |
| "entropy": 1.0708462968468666, | |
| "epoch": 1.3612903225806452, | |
| "grad_norm": 0.10663817077875137, | |
| "learning_rate": 3.1299451534628135e-05, | |
| "loss": 1.0679532289505005, | |
| "mean_token_accuracy": 0.686631441116333, | |
| "num_tokens": 13622495.0, | |
| "step": 106 | |
| }, | |
| { | |
| "entropy": 1.0779114365577698, | |
| "epoch": 1.3741935483870968, | |
| "grad_norm": 0.1084500178694725, | |
| "learning_rate": 3.0956464785579124e-05, | |
| "loss": 1.0651929378509521, | |
| "mean_token_accuracy": 0.6884163245558739, | |
| "num_tokens": 13751405.0, | |
| "step": 107 | |
| }, | |
| { | |
| "entropy": 1.0858594700694084, | |
| "epoch": 1.3870967741935485, | |
| "grad_norm": 0.10940396040678024, | |
| "learning_rate": 3.061228521593931e-05, | |
| "loss": 1.0804402828216553, | |
| "mean_token_accuracy": 0.6820845901966095, | |
| "num_tokens": 13881358.0, | |
| "step": 108 | |
| }, | |
| { | |
| "entropy": 1.0628213062882423, | |
| "epoch": 1.4, | |
| "grad_norm": 0.10861281305551529, | |
| "learning_rate": 3.0266981749893157e-05, | |
| "loss": 1.0724735260009766, | |
| "mean_token_accuracy": 0.6882258728146553, | |
| "num_tokens": 14010084.0, | |
| "step": 109 | |
| }, | |
| { | |
| "entropy": 1.0851275622844696, | |
| "epoch": 1.4129032258064516, | |
| "grad_norm": 0.1063976064324379, | |
| "learning_rate": 2.9920623536692638e-05, | |
| "loss": 1.0848662853240967, | |
| "mean_token_accuracy": 0.6824500113725662, | |
| "num_tokens": 14139791.0, | |
| "step": 110 | |
| }, | |
| { | |
| "entropy": 1.06889808177948, | |
| "epoch": 1.4258064516129032, | |
| "grad_norm": 0.1091022938489914, | |
| "learning_rate": 2.9573279936809667e-05, | |
| "loss": 1.071213960647583, | |
| "mean_token_accuracy": 0.6864099279046059, | |
| "num_tokens": 14270212.0, | |
| "step": 111 | |
| }, | |
| { | |
| "entropy": 1.0951210632920265, | |
| "epoch": 1.4387096774193548, | |
| "grad_norm": 0.10497217625379562, | |
| "learning_rate": 2.9225020508046232e-05, | |
| "loss": 1.090355396270752, | |
| "mean_token_accuracy": 0.6813758462667465, | |
| "num_tokens": 14400115.0, | |
| "step": 112 | |
| }, | |
| { | |
| "entropy": 1.1012007743120193, | |
| "epoch": 1.4516129032258065, | |
| "grad_norm": 0.11282135546207428, | |
| "learning_rate": 2.8875914991604948e-05, | |
| "loss": 1.0943909883499146, | |
| "mean_token_accuracy": 0.6812350302934647, | |
| "num_tokens": 14530182.0, | |
| "step": 113 | |
| }, | |
| { | |
| "entropy": 1.0668123438954353, | |
| "epoch": 1.4645161290322581, | |
| "grad_norm": 0.10792876034975052, | |
| "learning_rate": 2.8526033298122985e-05, | |
| "loss": 1.0663881301879883, | |
| "mean_token_accuracy": 0.6888832896947861, | |
| "num_tokens": 14658760.0, | |
| "step": 114 | |
| }, | |
| { | |
| "entropy": 1.075245887041092, | |
| "epoch": 1.4774193548387098, | |
| "grad_norm": 0.10725358873605728, | |
| "learning_rate": 2.8175445493671972e-05, | |
| "loss": 1.0732371807098389, | |
| "mean_token_accuracy": 0.6830701306462288, | |
| "num_tokens": 14787887.0, | |
| "step": 115 | |
| }, | |
| { | |
| "entropy": 1.080723062157631, | |
| "epoch": 1.4903225806451612, | |
| "grad_norm": 0.11148032546043396, | |
| "learning_rate": 2.782422178572682e-05, | |
| "loss": 1.080810308456421, | |
| "mean_token_accuracy": 0.6856769248843193, | |
| "num_tokens": 14917268.0, | |
| "step": 116 | |
| }, | |
| { | |
| "entropy": 1.0670917555689812, | |
| "epoch": 1.5032258064516129, | |
| "grad_norm": 0.10839603841304779, | |
| "learning_rate": 2.7472432509106248e-05, | |
| "loss": 1.0708037614822388, | |
| "mean_token_accuracy": 0.6860948503017426, | |
| "num_tokens": 15044663.0, | |
| "step": 117 | |
| }, | |
| { | |
| "entropy": 1.0836158990859985, | |
| "epoch": 1.5161290322580645, | |
| "grad_norm": 0.10698815435171127, | |
| "learning_rate": 2.7120148111887732e-05, | |
| "loss": 1.0807759761810303, | |
| "mean_token_accuracy": 0.6842784956097603, | |
| "num_tokens": 15174619.0, | |
| "step": 118 | |
| }, | |
| { | |
| "entropy": 1.0987706929445267, | |
| "epoch": 1.5290322580645161, | |
| "grad_norm": 0.10540509968996048, | |
| "learning_rate": 2.6767439141299865e-05, | |
| "loss": 1.1040892601013184, | |
| "mean_token_accuracy": 0.6808092296123505, | |
| "num_tokens": 15304197.0, | |
| "step": 119 | |
| }, | |
| { | |
| "entropy": 1.047809176146984, | |
| "epoch": 1.5419354838709678, | |
| "grad_norm": 0.1058097556233406, | |
| "learning_rate": 2.6414376229594813e-05, | |
| "loss": 1.0483499765396118, | |
| "mean_token_accuracy": 0.6921439915895462, | |
| "num_tokens": 15432579.0, | |
| "step": 120 | |
| }, | |
| { | |
| "entropy": 1.0963650196790695, | |
| "epoch": 1.5548387096774192, | |
| "grad_norm": 0.11119414865970612, | |
| "learning_rate": 2.606103007990371e-05, | |
| "loss": 1.0984492301940918, | |
| "mean_token_accuracy": 0.6789131611585617, | |
| "num_tokens": 15561722.0, | |
| "step": 121 | |
| }, | |
| { | |
| "entropy": 1.0872581899166107, | |
| "epoch": 1.567741935483871, | |
| "grad_norm": 0.10610063374042511, | |
| "learning_rate": 2.570747145207796e-05, | |
| "loss": 1.098354697227478, | |
| "mean_token_accuracy": 0.6784585490822792, | |
| "num_tokens": 15691958.0, | |
| "step": 122 | |
| }, | |
| { | |
| "entropy": 1.0838341489434242, | |
| "epoch": 1.5806451612903225, | |
| "grad_norm": 0.10991805791854858, | |
| "learning_rate": 2.5353771148519057e-05, | |
| "loss": 1.0900540351867676, | |
| "mean_token_accuracy": 0.6810095012187958, | |
| "num_tokens": 15821165.0, | |
| "step": 123 | |
| }, | |
| { | |
| "entropy": 1.056675523519516, | |
| "epoch": 1.5935483870967742, | |
| "grad_norm": 0.10874482244253159, | |
| "learning_rate": 2.5e-05, | |
| "loss": 1.0548217296600342, | |
| "mean_token_accuracy": 0.6896284446120262, | |
| "num_tokens": 15949216.0, | |
| "step": 124 | |
| }, | |
| { | |
| "entropy": 1.061226338148117, | |
| "epoch": 1.6064516129032258, | |
| "grad_norm": 0.10914712399244308, | |
| "learning_rate": 2.4646228851480956e-05, | |
| "loss": 1.061427354812622, | |
| "mean_token_accuracy": 0.687263511121273, | |
| "num_tokens": 16078522.0, | |
| "step": 125 | |
| }, | |
| { | |
| "entropy": 1.0842180401086807, | |
| "epoch": 1.6193548387096774, | |
| "grad_norm": 0.10912276804447174, | |
| "learning_rate": 2.429252854792205e-05, | |
| "loss": 1.0773967504501343, | |
| "mean_token_accuracy": 0.6844106987118721, | |
| "num_tokens": 16208166.0, | |
| "step": 126 | |
| }, | |
| { | |
| "entropy": 1.0762254372239113, | |
| "epoch": 1.632258064516129, | |
| "grad_norm": 0.10727284848690033, | |
| "learning_rate": 2.39389699200963e-05, | |
| "loss": 1.074779987335205, | |
| "mean_token_accuracy": 0.684668280184269, | |
| "num_tokens": 16338202.0, | |
| "step": 127 | |
| }, | |
| { | |
| "entropy": 1.0513081327080727, | |
| "epoch": 1.6451612903225805, | |
| "grad_norm": 0.10655758529901505, | |
| "learning_rate": 2.358562377040519e-05, | |
| "loss": 1.04603111743927, | |
| "mean_token_accuracy": 0.6915493980050087, | |
| "num_tokens": 16468262.0, | |
| "step": 128 | |
| }, | |
| { | |
| "entropy": 1.0846867859363556, | |
| "epoch": 1.6580645161290324, | |
| "grad_norm": 0.10952936857938766, | |
| "learning_rate": 2.3232560858700137e-05, | |
| "loss": 1.0864813327789307, | |
| "mean_token_accuracy": 0.6824182942509651, | |
| "num_tokens": 16597219.0, | |
| "step": 129 | |
| }, | |
| { | |
| "entropy": 1.0925589501857758, | |
| "epoch": 1.6709677419354838, | |
| "grad_norm": 0.10761820524930954, | |
| "learning_rate": 2.287985188811228e-05, | |
| "loss": 1.0888445377349854, | |
| "mean_token_accuracy": 0.680370032787323, | |
| "num_tokens": 16725933.0, | |
| "step": 130 | |
| }, | |
| { | |
| "entropy": 1.0831595808267593, | |
| "epoch": 1.6838709677419355, | |
| "grad_norm": 0.11058152467012405, | |
| "learning_rate": 2.2527567490893758e-05, | |
| "loss": 1.0811421871185303, | |
| "mean_token_accuracy": 0.681232288479805, | |
| "num_tokens": 16854221.0, | |
| "step": 131 | |
| }, | |
| { | |
| "entropy": 1.0961327701807022, | |
| "epoch": 1.696774193548387, | |
| "grad_norm": 0.10876961052417755, | |
| "learning_rate": 2.2175778214273185e-05, | |
| "loss": 1.0899490118026733, | |
| "mean_token_accuracy": 0.6814906597137451, | |
| "num_tokens": 16984319.0, | |
| "step": 132 | |
| }, | |
| { | |
| "entropy": 1.0888055264949799, | |
| "epoch": 1.7096774193548387, | |
| "grad_norm": 0.1107635572552681, | |
| "learning_rate": 2.182455450632803e-05, | |
| "loss": 1.088341236114502, | |
| "mean_token_accuracy": 0.6830911487340927, | |
| "num_tokens": 17112766.0, | |
| "step": 133 | |
| }, | |
| { | |
| "entropy": 1.0918050706386566, | |
| "epoch": 1.7225806451612904, | |
| "grad_norm": 0.10795822739601135, | |
| "learning_rate": 2.1473966701877025e-05, | |
| "loss": 1.0982195138931274, | |
| "mean_token_accuracy": 0.6785562857985497, | |
| "num_tokens": 17241888.0, | |
| "step": 134 | |
| }, | |
| { | |
| "entropy": 1.0576870888471603, | |
| "epoch": 1.7354838709677418, | |
| "grad_norm": 0.10716155916452408, | |
| "learning_rate": 2.1124085008395054e-05, | |
| "loss": 1.056051254272461, | |
| "mean_token_accuracy": 0.6887547969818115, | |
| "num_tokens": 17371518.0, | |
| "step": 135 | |
| }, | |
| { | |
| "entropy": 1.080827847123146, | |
| "epoch": 1.7483870967741937, | |
| "grad_norm": 0.10587362200021744, | |
| "learning_rate": 2.0774979491953777e-05, | |
| "loss": 1.0835041999816895, | |
| "mean_token_accuracy": 0.6818873062729836, | |
| "num_tokens": 17501856.0, | |
| "step": 136 | |
| }, | |
| { | |
| "entropy": 1.0682593137025833, | |
| "epoch": 1.761290322580645, | |
| "grad_norm": 0.10766828060150146, | |
| "learning_rate": 2.0426720063190335e-05, | |
| "loss": 1.0668219327926636, | |
| "mean_token_accuracy": 0.6868961676955223, | |
| "num_tokens": 17630077.0, | |
| "step": 137 | |
| }, | |
| { | |
| "entropy": 1.0730333402752876, | |
| "epoch": 1.7741935483870968, | |
| "grad_norm": 0.11129513382911682, | |
| "learning_rate": 2.0079376463307368e-05, | |
| "loss": 1.0753192901611328, | |
| "mean_token_accuracy": 0.6843588948249817, | |
| "num_tokens": 17757628.0, | |
| "step": 138 | |
| }, | |
| { | |
| "entropy": 1.0627059638500214, | |
| "epoch": 1.7870967741935484, | |
| "grad_norm": 0.1097295805811882, | |
| "learning_rate": 1.973301825010685e-05, | |
| "loss": 1.0669927597045898, | |
| "mean_token_accuracy": 0.6858029961585999, | |
| "num_tokens": 17887287.0, | |
| "step": 139 | |
| }, | |
| { | |
| "entropy": 1.1067379415035248, | |
| "epoch": 1.8, | |
| "grad_norm": 0.10846037417650223, | |
| "learning_rate": 1.9387714784060685e-05, | |
| "loss": 1.1105893850326538, | |
| "mean_token_accuracy": 0.6761542558670044, | |
| "num_tokens": 18016015.0, | |
| "step": 140 | |
| }, | |
| { | |
| "entropy": 1.0782186388969421, | |
| "epoch": 1.8129032258064517, | |
| "grad_norm": 0.10785773396492004, | |
| "learning_rate": 1.904353521442088e-05, | |
| "loss": 1.0804530382156372, | |
| "mean_token_accuracy": 0.6803460195660591, | |
| "num_tokens": 18145940.0, | |
| "step": 141 | |
| }, | |
| { | |
| "entropy": 1.0552142038941383, | |
| "epoch": 1.8258064516129031, | |
| "grad_norm": 0.11273064464330673, | |
| "learning_rate": 1.8700548465371874e-05, | |
| "loss": 1.0440943241119385, | |
| "mean_token_accuracy": 0.6903438195586205, | |
| "num_tokens": 18276039.0, | |
| "step": 142 | |
| }, | |
| { | |
| "entropy": 1.0844019800424576, | |
| "epoch": 1.838709677419355, | |
| "grad_norm": 0.10984650254249573, | |
| "learning_rate": 1.8358823222228097e-05, | |
| "loss": 1.0856590270996094, | |
| "mean_token_accuracy": 0.6822653189301491, | |
| "num_tokens": 18401790.0, | |
| "step": 143 | |
| }, | |
| { | |
| "entropy": 1.0662296265363693, | |
| "epoch": 1.8516129032258064, | |
| "grad_norm": 0.10815320163965225, | |
| "learning_rate": 1.801842791767925e-05, | |
| "loss": 1.0641754865646362, | |
| "mean_token_accuracy": 0.6871967539191246, | |
| "num_tokens": 18530808.0, | |
| "step": 144 | |
| }, | |
| { | |
| "entropy": 1.0416738837957382, | |
| "epoch": 1.864516129032258, | |
| "grad_norm": 0.10722067207098007, | |
| "learning_rate": 1.7679430718086243e-05, | |
| "loss": 1.043981909751892, | |
| "mean_token_accuracy": 0.6929837614297867, | |
| "num_tokens": 18659766.0, | |
| "step": 145 | |
| }, | |
| { | |
| "entropy": 1.0620247423648834, | |
| "epoch": 1.8774193548387097, | |
| "grad_norm": 0.10642781108617783, | |
| "learning_rate": 1.7341899509830416e-05, | |
| "loss": 1.0664876699447632, | |
| "mean_token_accuracy": 0.6869184374809265, | |
| "num_tokens": 18789014.0, | |
| "step": 146 | |
| }, | |
| { | |
| "entropy": 1.083692416548729, | |
| "epoch": 1.8903225806451613, | |
| "grad_norm": 0.10695701092481613, | |
| "learning_rate": 1.700590188571887e-05, | |
| "loss": 1.0759789943695068, | |
| "mean_token_accuracy": 0.6821576431393623, | |
| "num_tokens": 18918025.0, | |
| "step": 147 | |
| }, | |
| { | |
| "entropy": 1.0451694130897522, | |
| "epoch": 1.903225806451613, | |
| "grad_norm": 0.11168710142374039, | |
| "learning_rate": 1.667150513144856e-05, | |
| "loss": 1.04537832736969, | |
| "mean_token_accuracy": 0.6932294592261314, | |
| "num_tokens": 19048295.0, | |
| "step": 148 | |
| }, | |
| { | |
| "entropy": 1.0767835974693298, | |
| "epoch": 1.9161290322580644, | |
| "grad_norm": 0.10878083854913712, | |
| "learning_rate": 1.633877621213192e-05, | |
| "loss": 1.0719680786132812, | |
| "mean_token_accuracy": 0.6834145188331604, | |
| "num_tokens": 19173607.0, | |
| "step": 149 | |
| }, | |
| { | |
| "entropy": 1.054766684770584, | |
| "epoch": 1.9290322580645163, | |
| "grad_norm": 0.10753705352544785, | |
| "learning_rate": 1.6007781758886607e-05, | |
| "loss": 1.0576591491699219, | |
| "mean_token_accuracy": 0.6865810304880142, | |
| "num_tokens": 19303083.0, | |
| "step": 150 | |
| }, | |
| { | |
| "entropy": 1.1032528281211853, | |
| "epoch": 1.9419354838709677, | |
| "grad_norm": 0.11035779863595963, | |
| "learning_rate": 1.567858805549229e-05, | |
| "loss": 1.100153923034668, | |
| "mean_token_accuracy": 0.6790175065398216, | |
| "num_tokens": 19431668.0, | |
| "step": 151 | |
| }, | |
| { | |
| "entropy": 1.095763847231865, | |
| "epoch": 1.9548387096774194, | |
| "grad_norm": 0.10870419442653656, | |
| "learning_rate": 1.535126102511678e-05, | |
| "loss": 1.0910307168960571, | |
| "mean_token_accuracy": 0.6778731271624565, | |
| "num_tokens": 19560373.0, | |
| "step": 152 | |
| }, | |
| { | |
| "entropy": 1.0872143507003784, | |
| "epoch": 1.967741935483871, | |
| "grad_norm": 0.11192327737808228, | |
| "learning_rate": 1.5025866217114592e-05, | |
| "loss": 1.0831270217895508, | |
| "mean_token_accuracy": 0.6787481904029846, | |
| "num_tokens": 19688747.0, | |
| "step": 153 | |
| }, | |
| { | |
| "entropy": 1.090033859014511, | |
| "epoch": 1.9806451612903224, | |
| "grad_norm": 0.11166636645793915, | |
| "learning_rate": 1.4702468793900188e-05, | |
| "loss": 1.0931189060211182, | |
| "mean_token_accuracy": 0.6795905977487564, | |
| "num_tokens": 19816935.0, | |
| "step": 154 | |
| }, | |
| { | |
| "entropy": 1.0729367583990097, | |
| "epoch": 1.9935483870967743, | |
| "grad_norm": 0.10527553409337997, | |
| "learning_rate": 1.4381133517898804e-05, | |
| "loss": 1.0672760009765625, | |
| "mean_token_accuracy": 0.686238594353199, | |
| "num_tokens": 19946010.0, | |
| "step": 155 | |
| }, | |
| { | |
| "entropy": 1.0717603862285614, | |
| "epoch": 2.0, | |
| "grad_norm": 0.14860950410366058, | |
| "learning_rate": 1.4061924738577403e-05, | |
| "loss": 1.0576205253601074, | |
| "mean_token_accuracy": 0.6823940128087997, | |
| "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": 9.769726639834399e+17, | |
| "train_batch_size": 1, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |