Text Generation
PEFT
Safetensors
English
qwen3_5
healthcare
medical
clinical-reasoning
chain-of-thought
grounded-generation
hallucination-mitigation
safety
adaptive-data
autoscientist
lora
qwen
fine-tuned
conversational
Instructions to use hetanshwaghela/autoscientist-healthcare-reasoning with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use hetanshwaghela/autoscientist-healthcare-reasoning with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3.5-0.8B") model = PeftModel.from_pretrained(base_model, "hetanshwaghela/autoscientist-healthcare-reasoning") - Notebooks
- Google Colab
- Kaggle
| { | |
| "best_global_step": null, | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 3.0, | |
| "eval_steps": 33, | |
| "global_step": 168, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.017857142857142856, | |
| "grad_norm": 6.941071033477783, | |
| "learning_rate": 0.0, | |
| "loss": 2.2705078125, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.03571428571428571, | |
| "grad_norm": 7.424960136413574, | |
| "learning_rate": 5.882352941176471e-06, | |
| "loss": 2.458984375, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.05357142857142857, | |
| "grad_norm": 7.1218390464782715, | |
| "learning_rate": 1.1764705882352942e-05, | |
| "loss": 2.48828125, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.07142857142857142, | |
| "grad_norm": 7.222240924835205, | |
| "learning_rate": 1.7647058823529414e-05, | |
| "loss": 2.5322265625, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.08928571428571429, | |
| "grad_norm": 5.845511436462402, | |
| "learning_rate": 2.3529411764705884e-05, | |
| "loss": 2.232421875, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.10714285714285714, | |
| "grad_norm": 5.019399166107178, | |
| "learning_rate": 2.9411764705882354e-05, | |
| "loss": 2.1015625, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.125, | |
| "grad_norm": 3.254866361618042, | |
| "learning_rate": 3.529411764705883e-05, | |
| "loss": 1.814453125, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.14285714285714285, | |
| "grad_norm": 2.1546192169189453, | |
| "learning_rate": 4.11764705882353e-05, | |
| "loss": 1.7998046875, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.16071428571428573, | |
| "grad_norm": 1.6922756433486938, | |
| "learning_rate": 4.705882352941177e-05, | |
| "loss": 1.82421875, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.17857142857142858, | |
| "grad_norm": 0.6866000294685364, | |
| "learning_rate": 5.294117647058824e-05, | |
| "loss": 1.6923828125, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.19642857142857142, | |
| "grad_norm": 0.2825869619846344, | |
| "learning_rate": 5.882352941176471e-05, | |
| "loss": 1.6123046875, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.21428571428571427, | |
| "grad_norm": 0.23961444199085236, | |
| "learning_rate": 6.470588235294118e-05, | |
| "loss": 1.6201171875, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.23214285714285715, | |
| "grad_norm": 0.24167364835739136, | |
| "learning_rate": 7.058823529411765e-05, | |
| "loss": 1.7177734375, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "grad_norm": 0.18511804938316345, | |
| "learning_rate": 7.647058823529411e-05, | |
| "loss": 1.63671875, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.26785714285714285, | |
| "grad_norm": 0.18228590488433838, | |
| "learning_rate": 8.23529411764706e-05, | |
| "loss": 1.56640625, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.2857142857142857, | |
| "grad_norm": 0.16492034494876862, | |
| "learning_rate": 8.823529411764706e-05, | |
| "loss": 1.5234375, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.30357142857142855, | |
| "grad_norm": 0.17120489478111267, | |
| "learning_rate": 9.411764705882353e-05, | |
| "loss": 1.5869140625, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.32142857142857145, | |
| "grad_norm": 0.16150017082691193, | |
| "learning_rate": 0.0001, | |
| "loss": 1.5654296875, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.3392857142857143, | |
| "grad_norm": 0.15695668756961823, | |
| "learning_rate": 9.999026103728454e-05, | |
| "loss": 1.6728515625, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.35714285714285715, | |
| "grad_norm": 0.1317329853773117, | |
| "learning_rate": 9.99610483645779e-05, | |
| "loss": 1.521484375, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.375, | |
| "grad_norm": 0.13089889287948608, | |
| "learning_rate": 9.991237462637478e-05, | |
| "loss": 1.630859375, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.39285714285714285, | |
| "grad_norm": 0.1257891207933426, | |
| "learning_rate": 9.984426089075168e-05, | |
| "loss": 1.6083984375, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.4107142857142857, | |
| "grad_norm": 0.10553042590618134, | |
| "learning_rate": 9.975673664024781e-05, | |
| "loss": 1.4521484375, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.42857142857142855, | |
| "grad_norm": 0.07947301864624023, | |
| "learning_rate": 9.964983975910368e-05, | |
| "loss": 1.556640625, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.44642857142857145, | |
| "grad_norm": 0.08297604322433472, | |
| "learning_rate": 9.952361651686332e-05, | |
| "loss": 1.455078125, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.4642857142857143, | |
| "grad_norm": 0.07512954622507095, | |
| "learning_rate": 9.937812154834671e-05, | |
| "loss": 1.4580078125, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.48214285714285715, | |
| "grad_norm": 0.07419554889202118, | |
| "learning_rate": 9.921341783000158e-05, | |
| "loss": 1.5634765625, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "grad_norm": 0.07015231996774673, | |
| "learning_rate": 9.902957665264443e-05, | |
| "loss": 1.5390625, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.5178571428571429, | |
| "grad_norm": 0.07289658486843109, | |
| "learning_rate": 9.882667759060298e-05, | |
| "loss": 1.587890625, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.5357142857142857, | |
| "grad_norm": 0.06454391777515411, | |
| "learning_rate": 9.860480846727271e-05, | |
| "loss": 1.5673828125, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.5535714285714286, | |
| "grad_norm": 0.06404420733451843, | |
| "learning_rate": 9.836406531710343e-05, | |
| "loss": 1.6552734375, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.5714285714285714, | |
| "grad_norm": 0.05281953886151314, | |
| "learning_rate": 9.810455234403128e-05, | |
| "loss": 1.625, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.5892857142857143, | |
| "grad_norm": 0.061630021780729294, | |
| "learning_rate": 9.782638187637489e-05, | |
| "loss": 1.6181640625, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.6071428571428571, | |
| "grad_norm": 0.047608986496925354, | |
| "learning_rate": 9.752967431821485e-05, | |
| "loss": 1.5341796875, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.625, | |
| "grad_norm": 0.05047450587153435, | |
| "learning_rate": 9.721455809727766e-05, | |
| "loss": 1.373046875, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.6428571428571429, | |
| "grad_norm": 0.04711677506566048, | |
| "learning_rate": 9.688116960934669e-05, | |
| "loss": 1.501953125, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.6428571428571429, | |
| "eval_loss": 1.55859375, | |
| "eval_runtime": 9.9256, | |
| "eval_samples_per_second": 0.201, | |
| "eval_steps_per_second": 0.101, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.6607142857142857, | |
| "grad_norm": 0.04698803275823593, | |
| "learning_rate": 9.652965315922438e-05, | |
| "loss": 1.6181640625, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.6785714285714286, | |
| "grad_norm": 0.045602668076753616, | |
| "learning_rate": 9.616016089827078e-05, | |
| "loss": 1.404296875, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.6964285714285714, | |
| "grad_norm": 0.04342078045010567, | |
| "learning_rate": 9.577285275854602e-05, | |
| "loss": 1.5, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.7142857142857143, | |
| "grad_norm": 0.04809950664639473, | |
| "learning_rate": 9.536789638358488e-05, | |
| "loss": 1.7275390625, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.7321428571428571, | |
| "grad_norm": 0.04545511677861214, | |
| "learning_rate": 9.494546705583345e-05, | |
| "loss": 1.5390625, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "grad_norm": 0.044758349657058716, | |
| "learning_rate": 9.45057476207794e-05, | |
| "loss": 1.3662109375, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.7678571428571429, | |
| "grad_norm": 0.039895955473184586, | |
| "learning_rate": 9.404892840780868e-05, | |
| "loss": 1.3681640625, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.7857142857142857, | |
| "grad_norm": 0.03554367274045944, | |
| "learning_rate": 9.357520714782272e-05, | |
| "loss": 1.3485107421875, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.8035714285714286, | |
| "grad_norm": 0.04424789547920227, | |
| "learning_rate": 9.308478888765214e-05, | |
| "loss": 1.28515625, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.8214285714285714, | |
| "grad_norm": 0.04058537259697914, | |
| "learning_rate": 9.257788590130366e-05, | |
| "loss": 1.3555908203125, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.8392857142857143, | |
| "grad_norm": 0.040706995874643326, | |
| "learning_rate": 9.205471759807875e-05, | |
| "loss": 1.5322265625, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.8571428571428571, | |
| "grad_norm": 0.03654688596725464, | |
| "learning_rate": 9.151551042760408e-05, | |
| "loss": 1.4501953125, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.875, | |
| "grad_norm": 0.03262929990887642, | |
| "learning_rate": 9.096049778181426e-05, | |
| "loss": 1.4765625, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.8928571428571429, | |
| "grad_norm": 0.03735716640949249, | |
| "learning_rate": 9.038991989392991e-05, | |
| "loss": 1.60546875, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.9107142857142857, | |
| "grad_norm": 0.03685036301612854, | |
| "learning_rate": 8.980402373447446e-05, | |
| "loss": 1.357421875, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 0.9285714285714286, | |
| "grad_norm": 0.03257175534963608, | |
| "learning_rate": 8.920306290437463e-05, | |
| "loss": 1.5009765625, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 0.9464285714285714, | |
| "grad_norm": 0.03679439052939415, | |
| "learning_rate": 8.858729752519122e-05, | |
| "loss": 1.4951171875, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 0.9642857142857143, | |
| "grad_norm": 0.0431835800409317, | |
| "learning_rate": 8.795699412652731e-05, | |
| "loss": 1.6123046875, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 0.9821428571428571, | |
| "grad_norm": 0.03260580450296402, | |
| "learning_rate": 8.731242553066286e-05, | |
| "loss": 1.48046875, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 0.028791066259145737, | |
| "learning_rate": 8.665387073446557e-05, | |
| "loss": 1.2091064453125, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 1.0178571428571428, | |
| "grad_norm": 0.032193660736083984, | |
| "learning_rate": 8.598161478862901e-05, | |
| "loss": 1.4853515625, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 1.0357142857142858, | |
| "grad_norm": 0.03401106595993042, | |
| "learning_rate": 8.529594867429059e-05, | |
| "loss": 1.5439453125, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 1.0535714285714286, | |
| "grad_norm": 0.031666360795497894, | |
| "learning_rate": 8.459716917708248e-05, | |
| "loss": 1.58203125, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 1.0714285714285714, | |
| "grad_norm": 0.031007029116153717, | |
| "learning_rate": 8.388557875866996e-05, | |
| "loss": 1.6328125, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 1.0892857142857142, | |
| "grad_norm": 0.03192567825317383, | |
| "learning_rate": 8.316148542583318e-05, | |
| "loss": 1.5244140625, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 1.1071428571428572, | |
| "grad_norm": 0.0333578996360302, | |
| "learning_rate": 8.242520259714869e-05, | |
| "loss": 1.5830078125, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 1.125, | |
| "grad_norm": 0.03258692845702171, | |
| "learning_rate": 8.167704896732829e-05, | |
| "loss": 1.4833984375, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 1.1428571428571428, | |
| "grad_norm": 0.03526037558913231, | |
| "learning_rate": 8.091734836927447e-05, | |
| "loss": 1.533203125, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 1.1607142857142858, | |
| "grad_norm": 0.03330685570836067, | |
| "learning_rate": 8.014642963391167e-05, | |
| "loss": 1.6318359375, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 1.1785714285714286, | |
| "grad_norm": 0.03163750842213631, | |
| "learning_rate": 7.936462644785414e-05, | |
| "loss": 1.5634765625, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 1.1964285714285714, | |
| "grad_norm": 0.032891903072595596, | |
| "learning_rate": 7.857227720897206e-05, | |
| "loss": 1.5244140625, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 1.2142857142857142, | |
| "grad_norm": 0.03003869391977787, | |
| "learning_rate": 7.776972487991858e-05, | |
| "loss": 1.53515625, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 1.2321428571428572, | |
| "grad_norm": 0.04649367928504944, | |
| "learning_rate": 7.695731683968077e-05, | |
| "loss": 1.6201171875, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 1.2321428571428572, | |
| "eval_loss": 1.537109375, | |
| "eval_runtime": 0.8772, | |
| "eval_samples_per_second": 2.28, | |
| "eval_steps_per_second": 1.14, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "grad_norm": 0.032294005155563354, | |
| "learning_rate": 7.613540473321927e-05, | |
| "loss": 1.5634765625, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 1.2678571428571428, | |
| "grad_norm": 0.031688641756772995, | |
| "learning_rate": 7.530434431926118e-05, | |
| "loss": 1.49609375, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 1.2857142857142856, | |
| "grad_norm": 0.03173067793250084, | |
| "learning_rate": 7.446449531631255e-05, | |
| "loss": 1.4560546875, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 1.3035714285714286, | |
| "grad_norm": 0.034469932317733765, | |
| "learning_rate": 7.361622124695677e-05, | |
| "loss": 1.52734375, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 1.3214285714285714, | |
| "grad_norm": 0.030841290950775146, | |
| "learning_rate": 7.275988928050644e-05, | |
| "loss": 1.5048828125, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 1.3392857142857144, | |
| "grad_norm": 0.036480095237493515, | |
| "learning_rate": 7.189587007407686e-05, | |
| "loss": 1.62109375, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 1.3571428571428572, | |
| "grad_norm": 0.031322281807661057, | |
| "learning_rate": 7.102453761214961e-05, | |
| "loss": 1.46875, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 1.375, | |
| "grad_norm": 0.033672865480184555, | |
| "learning_rate": 7.014626904469629e-05, | |
| "loss": 1.5791015625, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 1.3928571428571428, | |
| "grad_norm": 0.03220910206437111, | |
| "learning_rate": 6.926144452393163e-05, | |
| "loss": 1.5595703125, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 1.4107142857142856, | |
| "grad_norm": 0.03739612177014351, | |
| "learning_rate": 6.837044703976753e-05, | |
| "loss": 1.404296875, | |
| "step": 79 | |
| }, | |
| { | |
| "epoch": 1.4285714285714286, | |
| "grad_norm": 0.03151741996407509, | |
| "learning_rate": 6.747366225403858e-05, | |
| "loss": 1.5166015625, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 1.4464285714285714, | |
| "grad_norm": 0.036434777081012726, | |
| "learning_rate": 6.657147833357107e-05, | |
| "loss": 1.4140625, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 1.4642857142857144, | |
| "grad_norm": 0.03737158700823784, | |
| "learning_rate": 6.566428578216786e-05, | |
| "loss": 1.421875, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 1.4821428571428572, | |
| "grad_norm": 0.034982047975063324, | |
| "learning_rate": 6.475247727158154e-05, | |
| "loss": 1.533203125, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "grad_norm": 0.03136328235268593, | |
| "learning_rate": 6.38364474715494e-05, | |
| "loss": 1.5029296875, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 1.5178571428571428, | |
| "grad_norm": 0.03437354788184166, | |
| "learning_rate": 6.291659287896334e-05, | |
| "loss": 1.5556640625, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 1.5357142857142856, | |
| "grad_norm": 0.034409910440444946, | |
| "learning_rate": 6.199331164624923e-05, | |
| "loss": 1.537109375, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 1.5535714285714286, | |
| "grad_norm": 0.03298085182905197, | |
| "learning_rate": 6.10670034090293e-05, | |
| "loss": 1.6259765625, | |
| "step": 87 | |
| }, | |
| { | |
| "epoch": 1.5714285714285714, | |
| "grad_norm": 0.032122962176799774, | |
| "learning_rate": 6.0138069113142935e-05, | |
| "loss": 1.5966796875, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 1.5892857142857144, | |
| "grad_norm": 0.036777496337890625, | |
| "learning_rate": 5.920691084110001e-05, | |
| "loss": 1.5859375, | |
| "step": 89 | |
| }, | |
| { | |
| "epoch": 1.6071428571428572, | |
| "grad_norm": 0.0312369242310524, | |
| "learning_rate": 5.827393163804249e-05, | |
| "loss": 1.5087890625, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 1.625, | |
| "grad_norm": 0.03584510087966919, | |
| "learning_rate": 5.733953533728912e-05, | |
| "loss": 1.3466796875, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 1.6428571428571428, | |
| "grad_norm": 0.035642072558403015, | |
| "learning_rate": 5.6404126385539266e-05, | |
| "loss": 1.474609375, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 1.6607142857142856, | |
| "grad_norm": 0.03463999554514885, | |
| "learning_rate": 5.5468109667810896e-05, | |
| "loss": 1.5927734375, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 1.6785714285714286, | |
| "grad_norm": 0.03212926164269447, | |
| "learning_rate": 5.4531890332189115e-05, | |
| "loss": 1.380859375, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 1.6964285714285714, | |
| "grad_norm": 0.03418228402733803, | |
| "learning_rate": 5.359587361446073e-05, | |
| "loss": 1.4775390625, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 1.7142857142857144, | |
| "grad_norm": 0.040222033858299255, | |
| "learning_rate": 5.26604646627109e-05, | |
| "loss": 1.7041015625, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 1.7321428571428572, | |
| "grad_norm": 0.03230470046401024, | |
| "learning_rate": 5.172606836195753e-05, | |
| "loss": 1.5126953125, | |
| "step": 97 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "grad_norm": 0.03400488570332527, | |
| "learning_rate": 5.0793089158899996e-05, | |
| "loss": 1.3447265625, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 1.7678571428571428, | |
| "grad_norm": 0.033362630754709244, | |
| "learning_rate": 4.9861930886857075e-05, | |
| "loss": 1.3515625, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 1.7857142857142856, | |
| "grad_norm": 0.03188500925898552, | |
| "learning_rate": 4.89329965909707e-05, | |
| "loss": 1.33062744140625, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.8035714285714286, | |
| "grad_norm": 0.0368543304502964, | |
| "learning_rate": 4.8006688353750784e-05, | |
| "loss": 1.2705078125, | |
| "step": 101 | |
| }, | |
| { | |
| "epoch": 1.8214285714285714, | |
| "grad_norm": 0.039163682609796524, | |
| "learning_rate": 4.7083407121036674e-05, | |
| "loss": 1.3358154296875, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 1.8214285714285714, | |
| "eval_loss": 1.537109375, | |
| "eval_runtime": 0.8766, | |
| "eval_samples_per_second": 2.282, | |
| "eval_steps_per_second": 1.141, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 1.8392857142857144, | |
| "grad_norm": 0.03576352819800377, | |
| "learning_rate": 4.616355252845062e-05, | |
| "loss": 1.513671875, | |
| "step": 103 | |
| }, | |
| { | |
| "epoch": 1.8571428571428572, | |
| "grad_norm": 0.03252694755792618, | |
| "learning_rate": 4.524752272841847e-05, | |
| "loss": 1.43359375, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 1.875, | |
| "grad_norm": 0.03241564333438873, | |
| "learning_rate": 4.4335714217832156e-05, | |
| "loss": 1.4619140625, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 1.8928571428571428, | |
| "grad_norm": 0.03503812476992607, | |
| "learning_rate": 4.3428521666428945e-05, | |
| "loss": 1.5859375, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 1.9107142857142856, | |
| "grad_norm": 0.0366126224398613, | |
| "learning_rate": 4.252633774596143e-05, | |
| "loss": 1.3427734375, | |
| "step": 107 | |
| }, | |
| { | |
| "epoch": 1.9285714285714286, | |
| "grad_norm": 0.0322301909327507, | |
| "learning_rate": 4.1629552960232464e-05, | |
| "loss": 1.4814453125, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 1.9464285714285714, | |
| "grad_norm": 0.03486722707748413, | |
| "learning_rate": 4.073855547606838e-05, | |
| "loss": 1.474609375, | |
| "step": 109 | |
| }, | |
| { | |
| "epoch": 1.9642857142857144, | |
| "grad_norm": 0.03944855183362961, | |
| "learning_rate": 3.9853730955303724e-05, | |
| "loss": 1.5908203125, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 1.9821428571428572, | |
| "grad_norm": 0.03148670867085457, | |
| "learning_rate": 3.897546238785039e-05, | |
| "loss": 1.4619140625, | |
| "step": 111 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.026970645412802696, | |
| "learning_rate": 3.810412992592317e-05, | |
| "loss": 1.1943359375, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 2.017857142857143, | |
| "grad_norm": 0.030017025768756866, | |
| "learning_rate": 3.7240110719493574e-05, | |
| "loss": 1.46875, | |
| "step": 113 | |
| }, | |
| { | |
| "epoch": 2.0357142857142856, | |
| "grad_norm": 0.034159768372774124, | |
| "learning_rate": 3.638377875304324e-05, | |
| "loss": 1.52734375, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 2.0535714285714284, | |
| "grad_norm": 0.03099321573972702, | |
| "learning_rate": 3.553550468368747e-05, | |
| "loss": 1.5615234375, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 2.0714285714285716, | |
| "grad_norm": 0.031472716480493546, | |
| "learning_rate": 3.4695655680738835e-05, | |
| "loss": 1.615234375, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 2.0892857142857144, | |
| "grad_norm": 0.03196612745523453, | |
| "learning_rate": 3.386459526678073e-05, | |
| "loss": 1.5126953125, | |
| "step": 117 | |
| }, | |
| { | |
| "epoch": 2.107142857142857, | |
| "grad_norm": 0.03274950012564659, | |
| "learning_rate": 3.304268316031922e-05, | |
| "loss": 1.5693359375, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 2.125, | |
| "grad_norm": 0.03307091444730759, | |
| "learning_rate": 3.223027512008144e-05, | |
| "loss": 1.47265625, | |
| "step": 119 | |
| }, | |
| { | |
| "epoch": 2.142857142857143, | |
| "grad_norm": 0.033927541226148605, | |
| "learning_rate": 3.142772279102795e-05, | |
| "loss": 1.517578125, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 2.1607142857142856, | |
| "grad_norm": 0.03421061486005783, | |
| "learning_rate": 3.063537355214588e-05, | |
| "loss": 1.619140625, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 2.1785714285714284, | |
| "grad_norm": 0.03192359209060669, | |
| "learning_rate": 2.9853570366088334e-05, | |
| "loss": 1.5498046875, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 2.1964285714285716, | |
| "grad_norm": 0.03331408277153969, | |
| "learning_rate": 2.9082651630725545e-05, | |
| "loss": 1.513671875, | |
| "step": 123 | |
| }, | |
| { | |
| "epoch": 2.2142857142857144, | |
| "grad_norm": 0.02970796823501587, | |
| "learning_rate": 2.832295103267173e-05, | |
| "loss": 1.5185546875, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 2.232142857142857, | |
| "grad_norm": 0.0461958684027195, | |
| "learning_rate": 2.7574797402851317e-05, | |
| "loss": 1.603515625, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "grad_norm": 0.03370004892349243, | |
| "learning_rate": 2.683851457416681e-05, | |
| "loss": 1.552734375, | |
| "step": 126 | |
| }, | |
| { | |
| "epoch": 2.267857142857143, | |
| "grad_norm": 0.03142021223902702, | |
| "learning_rate": 2.611442124133005e-05, | |
| "loss": 1.4853515625, | |
| "step": 127 | |
| }, | |
| { | |
| "epoch": 2.2857142857142856, | |
| "grad_norm": 0.03187153860926628, | |
| "learning_rate": 2.5402830822917545e-05, | |
| "loss": 1.4462890625, | |
| "step": 128 | |
| }, | |
| { | |
| "epoch": 2.3035714285714284, | |
| "grad_norm": 0.033481065183877945, | |
| "learning_rate": 2.470405132570941e-05, | |
| "loss": 1.5185546875, | |
| "step": 129 | |
| }, | |
| { | |
| "epoch": 2.3214285714285716, | |
| "grad_norm": 0.03239769861102104, | |
| "learning_rate": 2.4018385211371003e-05, | |
| "loss": 1.4951171875, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 2.3392857142857144, | |
| "grad_norm": 0.03460637107491493, | |
| "learning_rate": 2.334612926553444e-05, | |
| "loss": 1.609375, | |
| "step": 131 | |
| }, | |
| { | |
| "epoch": 2.357142857142857, | |
| "grad_norm": 0.03145774081349373, | |
| "learning_rate": 2.2687574469337146e-05, | |
| "loss": 1.4599609375, | |
| "step": 132 | |
| }, | |
| { | |
| "epoch": 2.375, | |
| "grad_norm": 0.031478624790906906, | |
| "learning_rate": 2.20430058734727e-05, | |
| "loss": 1.568359375, | |
| "step": 133 | |
| }, | |
| { | |
| "epoch": 2.392857142857143, | |
| "grad_norm": 0.030506815761327744, | |
| "learning_rate": 2.1412702474808782e-05, | |
| "loss": 1.5517578125, | |
| "step": 134 | |
| }, | |
| { | |
| "epoch": 2.4107142857142856, | |
| "grad_norm": 0.03574362397193909, | |
| "learning_rate": 2.0796937095625383e-05, | |
| "loss": 1.39453125, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 2.4107142857142856, | |
| "eval_loss": 1.525390625, | |
| "eval_runtime": 0.8759, | |
| "eval_samples_per_second": 2.283, | |
| "eval_steps_per_second": 1.142, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 2.4285714285714284, | |
| "grad_norm": 0.03553643077611923, | |
| "learning_rate": 2.0195976265525553e-05, | |
| "loss": 1.5087890625, | |
| "step": 136 | |
| }, | |
| { | |
| "epoch": 2.4464285714285716, | |
| "grad_norm": 0.03405848518013954, | |
| "learning_rate": 1.9610080106070086e-05, | |
| "loss": 1.40625, | |
| "step": 137 | |
| }, | |
| { | |
| "epoch": 2.4642857142857144, | |
| "grad_norm": 0.03616214916110039, | |
| "learning_rate": 1.903950221818575e-05, | |
| "loss": 1.416015625, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 2.482142857142857, | |
| "grad_norm": 0.03406727313995361, | |
| "learning_rate": 1.8484489572395937e-05, | |
| "loss": 1.5244140625, | |
| "step": 139 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "grad_norm": 0.03067430853843689, | |
| "learning_rate": 1.794528240192126e-05, | |
| "loss": 1.4951171875, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 2.517857142857143, | |
| "grad_norm": 0.03360942751169205, | |
| "learning_rate": 1.742211409869636e-05, | |
| "loss": 1.5458984375, | |
| "step": 141 | |
| }, | |
| { | |
| "epoch": 2.5357142857142856, | |
| "grad_norm": 0.030988849699497223, | |
| "learning_rate": 1.6915211112347855e-05, | |
| "loss": 1.5322265625, | |
| "step": 142 | |
| }, | |
| { | |
| "epoch": 2.553571428571429, | |
| "grad_norm": 0.0331057533621788, | |
| "learning_rate": 1.642479285217728e-05, | |
| "loss": 1.6171875, | |
| "step": 143 | |
| }, | |
| { | |
| "epoch": 2.571428571428571, | |
| "grad_norm": 0.0337509959936142, | |
| "learning_rate": 1.595107159219132e-05, | |
| "loss": 1.587890625, | |
| "step": 144 | |
| }, | |
| { | |
| "epoch": 2.5892857142857144, | |
| "grad_norm": 0.03541862219572067, | |
| "learning_rate": 1.54942523792206e-05, | |
| "loss": 1.5791015625, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 2.607142857142857, | |
| "grad_norm": 0.03064841963350773, | |
| "learning_rate": 1.505453294416655e-05, | |
| "loss": 1.5009765625, | |
| "step": 146 | |
| }, | |
| { | |
| "epoch": 2.625, | |
| "grad_norm": 0.03626140207052231, | |
| "learning_rate": 1.4632103616415119e-05, | |
| "loss": 1.337890625, | |
| "step": 147 | |
| }, | |
| { | |
| "epoch": 2.642857142857143, | |
| "grad_norm": 0.03240932896733284, | |
| "learning_rate": 1.4227147241453987e-05, | |
| "loss": 1.46875, | |
| "step": 148 | |
| }, | |
| { | |
| "epoch": 2.6607142857142856, | |
| "grad_norm": 0.033992569893598557, | |
| "learning_rate": 1.3839839101729232e-05, | |
| "loss": 1.583984375, | |
| "step": 149 | |
| }, | |
| { | |
| "epoch": 2.678571428571429, | |
| "grad_norm": 0.0315067358314991, | |
| "learning_rate": 1.3470346840775633e-05, | |
| "loss": 1.3740234375, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 2.696428571428571, | |
| "grad_norm": 0.03192545101046562, | |
| "learning_rate": 1.3118830390653319e-05, | |
| "loss": 1.4697265625, | |
| "step": 151 | |
| }, | |
| { | |
| "epoch": 2.7142857142857144, | |
| "grad_norm": 0.038087692111730576, | |
| "learning_rate": 1.2785441902722365e-05, | |
| "loss": 1.697265625, | |
| "step": 152 | |
| }, | |
| { | |
| "epoch": 2.732142857142857, | |
| "grad_norm": 0.03145887702703476, | |
| "learning_rate": 1.247032568178516e-05, | |
| "loss": 1.5078125, | |
| "step": 153 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "grad_norm": 0.034711018204689026, | |
| "learning_rate": 1.2173618123625113e-05, | |
| "loss": 1.341796875, | |
| "step": 154 | |
| }, | |
| { | |
| "epoch": 2.767857142857143, | |
| "grad_norm": 0.03218483179807663, | |
| "learning_rate": 1.189544765596873e-05, | |
| "loss": 1.34375, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 2.7857142857142856, | |
| "grad_norm": 0.02941996231675148, | |
| "learning_rate": 1.1635934682896586e-05, | |
| "loss": 1.32958984375, | |
| "step": 156 | |
| }, | |
| { | |
| "epoch": 2.803571428571429, | |
| "grad_norm": 0.03634077310562134, | |
| "learning_rate": 1.1395191532727306e-05, | |
| "loss": 1.26171875, | |
| "step": 157 | |
| }, | |
| { | |
| "epoch": 2.821428571428571, | |
| "grad_norm": 0.03490295261144638, | |
| "learning_rate": 1.1173322409397041e-05, | |
| "loss": 1.3328857421875, | |
| "step": 158 | |
| }, | |
| { | |
| "epoch": 2.8392857142857144, | |
| "grad_norm": 0.03278644382953644, | |
| "learning_rate": 1.0970423347355563e-05, | |
| "loss": 1.505859375, | |
| "step": 159 | |
| }, | |
| { | |
| "epoch": 2.857142857142857, | |
| "grad_norm": 0.03167932853102684, | |
| "learning_rate": 1.0786582169998432e-05, | |
| "loss": 1.4267578125, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 2.875, | |
| "grad_norm": 0.030594486743211746, | |
| "learning_rate": 1.0621878451653301e-05, | |
| "loss": 1.4541015625, | |
| "step": 161 | |
| }, | |
| { | |
| "epoch": 2.892857142857143, | |
| "grad_norm": 0.03259970620274544, | |
| "learning_rate": 1.0476383483136687e-05, | |
| "loss": 1.583984375, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 2.9107142857142856, | |
| "grad_norm": 0.03628170117735863, | |
| "learning_rate": 1.0350160240896323e-05, | |
| "loss": 1.33984375, | |
| "step": 163 | |
| }, | |
| { | |
| "epoch": 2.928571428571429, | |
| "grad_norm": 0.032187044620513916, | |
| "learning_rate": 1.02432633597522e-05, | |
| "loss": 1.4775390625, | |
| "step": 164 | |
| }, | |
| { | |
| "epoch": 2.946428571428571, | |
| "grad_norm": 0.0323648639023304, | |
| "learning_rate": 1.0155739109248322e-05, | |
| "loss": 1.474609375, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 2.9642857142857144, | |
| "grad_norm": 0.03791019693017006, | |
| "learning_rate": 1.0087625373625227e-05, | |
| "loss": 1.5859375, | |
| "step": 166 | |
| }, | |
| { | |
| "epoch": 2.982142857142857, | |
| "grad_norm": 0.03285396844148636, | |
| "learning_rate": 1.0038951635422105e-05, | |
| "loss": 1.4599609375, | |
| "step": 167 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.027538631111383438, | |
| "learning_rate": 1.0009738962715468e-05, | |
| "loss": 1.18939208984375, | |
| "step": 168 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_loss": 1.525390625, | |
| "eval_runtime": 0.8754, | |
| "eval_samples_per_second": 2.285, | |
| "eval_steps_per_second": 1.142, | |
| "step": 168 | |
| } | |
| ], | |
| "logging_steps": 1.0, | |
| "max_steps": 168, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "save_steps": 0, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 6.350376691386286e+17, | |
| "train_batch_size": 1, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |