Instructions to use alexiaassis/Modelo-Treinado-Gemma2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use alexiaassis/Modelo-Treinado-Gemma2 with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("unsloth/gemma-2-9b-it-bnb-4bit") model = PeftModel.from_pretrained(base_model, "alexiaassis/Modelo-Treinado-Gemma2") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Unsloth Studio
How to use alexiaassis/Modelo-Treinado-Gemma2 with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for alexiaassis/Modelo-Treinado-Gemma2 to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for alexiaassis/Modelo-Treinado-Gemma2 to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for alexiaassis/Modelo-Treinado-Gemma2 to start chatting
Load model with FastModel
pip install unsloth from unsloth import FastModel model, tokenizer = FastModel.from_pretrained( model_name="alexiaassis/Modelo-Treinado-Gemma2", max_seq_length=2048, )
| { | |
| "best_global_step": null, | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 3.0, | |
| "eval_steps": 500, | |
| "global_step": 1395, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.021528525296017224, | |
| "grad_norm": 0.00015049862849991769, | |
| "learning_rate": 2.9996919063517692e-05, | |
| "loss": 1.8642, | |
| "num_input_tokens_seen": 25888, | |
| "step": 10, | |
| "train_runtime": 69.7555, | |
| "train_tokens_per_second": 371.125 | |
| }, | |
| { | |
| "epoch": 0.04305705059203445, | |
| "grad_norm": 0.00011216237908229232, | |
| "learning_rate": 2.9986270537572827e-05, | |
| "loss": 0.4561, | |
| "num_input_tokens_seen": 51424, | |
| "step": 20, | |
| "train_runtime": 82.9938, | |
| "train_tokens_per_second": 619.613 | |
| }, | |
| { | |
| "epoch": 0.06458557588805167, | |
| "grad_norm": 4.08398118452169e-05, | |
| "learning_rate": 2.9968021784983436e-05, | |
| "loss": 0.3234, | |
| "num_input_tokens_seen": 77440, | |
| "step": 30, | |
| "train_runtime": 96.2791, | |
| "train_tokens_per_second": 804.328 | |
| }, | |
| { | |
| "epoch": 0.0861141011840689, | |
| "grad_norm": 6.656615732936189e-05, | |
| "learning_rate": 2.994218206053077e-05, | |
| "loss": 0.2637, | |
| "num_input_tokens_seen": 103904, | |
| "step": 40, | |
| "train_runtime": 109.6408, | |
| "train_tokens_per_second": 947.676 | |
| }, | |
| { | |
| "epoch": 0.10764262648008611, | |
| "grad_norm": 5.515288648894057e-05, | |
| "learning_rate": 2.9908764468726846e-05, | |
| "loss": 0.2632, | |
| "num_input_tokens_seen": 129856, | |
| "step": 50, | |
| "train_runtime": 122.7754, | |
| "train_tokens_per_second": 1057.671 | |
| }, | |
| { | |
| "epoch": 0.12917115177610333, | |
| "grad_norm": 7.325380283873528e-05, | |
| "learning_rate": 2.986778595716853e-05, | |
| "loss": 0.2319, | |
| "num_input_tokens_seen": 156064, | |
| "step": 60, | |
| "train_runtime": 135.9143, | |
| "train_tokens_per_second": 1148.253 | |
| }, | |
| { | |
| "epoch": 0.15069967707212056, | |
| "grad_norm": 5.39551219844725e-05, | |
| "learning_rate": 2.981926730794264e-05, | |
| "loss": 0.2421, | |
| "num_input_tokens_seen": 182112, | |
| "step": 70, | |
| "train_runtime": 149.1813, | |
| "train_tokens_per_second": 1220.742 | |
| }, | |
| { | |
| "epoch": 0.1722282023681378, | |
| "grad_norm": 4.94522500957828e-05, | |
| "learning_rate": 2.9763233127086394e-05, | |
| "loss": 0.2189, | |
| "num_input_tokens_seen": 208096, | |
| "step": 80, | |
| "train_runtime": 162.4355, | |
| "train_tokens_per_second": 1281.1 | |
| }, | |
| { | |
| "epoch": 0.193756727664155, | |
| "grad_norm": 2.3115093426895328e-05, | |
| "learning_rate": 2.9699711832108555e-05, | |
| "loss": 0.209, | |
| "num_input_tokens_seen": 233568, | |
| "step": 90, | |
| "train_runtime": 175.5666, | |
| "train_tokens_per_second": 1330.367 | |
| }, | |
| { | |
| "epoch": 0.21528525296017223, | |
| "grad_norm": 4.4237815018277615e-05, | |
| "learning_rate": 2.9628735637577612e-05, | |
| "loss": 0.2181, | |
| "num_input_tokens_seen": 259456, | |
| "step": 100, | |
| "train_runtime": 188.7096, | |
| "train_tokens_per_second": 1374.896 | |
| }, | |
| { | |
| "epoch": 0.23681377825618946, | |
| "grad_norm": 4.797423753188923e-05, | |
| "learning_rate": 2.955034053878428e-05, | |
| "loss": 0.2014, | |
| "num_input_tokens_seen": 285248, | |
| "step": 110, | |
| "train_runtime": 201.8209, | |
| "train_tokens_per_second": 1413.372 | |
| }, | |
| { | |
| "epoch": 0.25834230355220666, | |
| "grad_norm": 4.1381998016731814e-05, | |
| "learning_rate": 2.9464566293486653e-05, | |
| "loss": 0.2103, | |
| "num_input_tokens_seen": 311456, | |
| "step": 120, | |
| "train_runtime": 215.01, | |
| "train_tokens_per_second": 1448.565 | |
| }, | |
| { | |
| "epoch": 0.2798708288482239, | |
| "grad_norm": 4.077726771356538e-05, | |
| "learning_rate": 2.9371456401747193e-05, | |
| "loss": 0.208, | |
| "num_input_tokens_seen": 337728, | |
| "step": 130, | |
| "train_runtime": 228.2354, | |
| "train_tokens_per_second": 1479.735 | |
| }, | |
| { | |
| "epoch": 0.3013993541442411, | |
| "grad_norm": 5.619543662760407e-05, | |
| "learning_rate": 2.9271058083871864e-05, | |
| "loss": 0.2098, | |
| "num_input_tokens_seen": 363776, | |
| "step": 140, | |
| "train_runtime": 241.3694, | |
| "train_tokens_per_second": 1507.134 | |
| }, | |
| { | |
| "epoch": 0.32292787944025836, | |
| "grad_norm": 3.2092542824102566e-05, | |
| "learning_rate": 2.916342225646254e-05, | |
| "loss": 0.2094, | |
| "num_input_tokens_seen": 389504, | |
| "step": 150, | |
| "train_runtime": 254.4796, | |
| "train_tokens_per_second": 1530.59 | |
| }, | |
| { | |
| "epoch": 0.3444564047362756, | |
| "grad_norm": 7.814487616997212e-05, | |
| "learning_rate": 2.904860350659487e-05, | |
| "loss": 0.1712, | |
| "num_input_tokens_seen": 415776, | |
| "step": 160, | |
| "train_runtime": 267.6294, | |
| "train_tokens_per_second": 1553.552 | |
| }, | |
| { | |
| "epoch": 0.36598493003229277, | |
| "grad_norm": 6.528062658617273e-05, | |
| "learning_rate": 2.8926660064134637e-05, | |
| "loss": 0.2264, | |
| "num_input_tokens_seen": 441248, | |
| "step": 170, | |
| "train_runtime": 280.6664, | |
| "train_tokens_per_second": 1572.144 | |
| }, | |
| { | |
| "epoch": 0.38751345532831, | |
| "grad_norm": 2.0589804989867844e-05, | |
| "learning_rate": 2.8797653772206726e-05, | |
| "loss": 0.1992, | |
| "num_input_tokens_seen": 467104, | |
| "step": 180, | |
| "train_runtime": 293.7363, | |
| "train_tokens_per_second": 1590.215 | |
| }, | |
| { | |
| "epoch": 0.40904198062432723, | |
| "grad_norm": 4.028606053907424e-05, | |
| "learning_rate": 2.8661650055831645e-05, | |
| "loss": 0.1989, | |
| "num_input_tokens_seen": 493120, | |
| "step": 190, | |
| "train_runtime": 306.8119, | |
| "train_tokens_per_second": 1607.239 | |
| }, | |
| { | |
| "epoch": 0.43057050592034446, | |
| "grad_norm": 2.2895075744600035e-05, | |
| "learning_rate": 2.8518717888745486e-05, | |
| "loss": 0.1539, | |
| "num_input_tokens_seen": 519296, | |
| "step": 200, | |
| "train_runtime": 319.9991, | |
| "train_tokens_per_second": 1622.804 | |
| }, | |
| { | |
| "epoch": 0.4520990312163617, | |
| "grad_norm": 3.252026726840995e-05, | |
| "learning_rate": 2.836892975842015e-05, | |
| "loss": 0.1814, | |
| "num_input_tokens_seen": 545216, | |
| "step": 210, | |
| "train_runtime": 333.1272, | |
| "train_tokens_per_second": 1636.66 | |
| }, | |
| { | |
| "epoch": 0.4736275565123789, | |
| "grad_norm": 6.744113488821313e-05, | |
| "learning_rate": 2.8212361629301655e-05, | |
| "loss": 0.1912, | |
| "num_input_tokens_seen": 571520, | |
| "step": 220, | |
| "train_runtime": 346.2915, | |
| "train_tokens_per_second": 1650.401 | |
| }, | |
| { | |
| "epoch": 0.4951560818083961, | |
| "grad_norm": 2.4845583538990468e-05, | |
| "learning_rate": 2.8049092904285033e-05, | |
| "loss": 0.1907, | |
| "num_input_tokens_seen": 597152, | |
| "step": 230, | |
| "train_runtime": 359.3902, | |
| "train_tokens_per_second": 1661.57 | |
| }, | |
| { | |
| "epoch": 0.5166846071044133, | |
| "grad_norm": 2.6988314857590012e-05, | |
| "learning_rate": 2.7879206384445526e-05, | |
| "loss": 0.1745, | |
| "num_input_tokens_seen": 623648, | |
| "step": 240, | |
| "train_runtime": 372.7872, | |
| "train_tokens_per_second": 1672.933 | |
| }, | |
| { | |
| "epoch": 0.5382131324004306, | |
| "grad_norm": 2.764669079624582e-05, | |
| "learning_rate": 2.7702788227046286e-05, | |
| "loss": 0.1695, | |
| "num_input_tokens_seen": 649312, | |
| "step": 250, | |
| "train_runtime": 385.8219, | |
| "train_tokens_per_second": 1682.932 | |
| }, | |
| { | |
| "epoch": 0.5597416576964478, | |
| "grad_norm": 4.1578186937840655e-05, | |
| "learning_rate": 2.751992790184413e-05, | |
| "loss": 0.1779, | |
| "num_input_tokens_seen": 676192, | |
| "step": 260, | |
| "train_runtime": 399.1149, | |
| "train_tokens_per_second": 1694.229 | |
| }, | |
| { | |
| "epoch": 0.581270182992465, | |
| "grad_norm": 4.988139698980376e-05, | |
| "learning_rate": 2.733071814571527e-05, | |
| "loss": 0.2117, | |
| "num_input_tokens_seen": 702272, | |
| "step": 270, | |
| "train_runtime": 412.2512, | |
| "train_tokens_per_second": 1703.505 | |
| }, | |
| { | |
| "epoch": 0.6027987082884823, | |
| "grad_norm": 2.9431823350023478e-05, | |
| "learning_rate": 2.7135254915624213e-05, | |
| "loss": 0.1857, | |
| "num_input_tokens_seen": 728928, | |
| "step": 280, | |
| "train_runtime": 425.464, | |
| "train_tokens_per_second": 1713.254 | |
| }, | |
| { | |
| "epoch": 0.6243272335844995, | |
| "grad_norm": 4.608207746059634e-05, | |
| "learning_rate": 2.693363733995954e-05, | |
| "loss": 0.1738, | |
| "num_input_tokens_seen": 755680, | |
| "step": 290, | |
| "train_runtime": 438.7509, | |
| "train_tokens_per_second": 1722.344 | |
| }, | |
| { | |
| "epoch": 0.6458557588805167, | |
| "grad_norm": 4.074648313689977e-05, | |
| "learning_rate": 2.672596766826138e-05, | |
| "loss": 0.1581, | |
| "num_input_tokens_seen": 781504, | |
| "step": 300, | |
| "train_runtime": 451.9281, | |
| "train_tokens_per_second": 1729.266 | |
| }, | |
| { | |
| "epoch": 0.667384284176534, | |
| "grad_norm": 4.662120409193449e-05, | |
| "learning_rate": 2.6512351219365927e-05, | |
| "loss": 0.1649, | |
| "num_input_tokens_seen": 807200, | |
| "step": 310, | |
| "train_runtime": 465.0346, | |
| "train_tokens_per_second": 1735.785 | |
| }, | |
| { | |
| "epoch": 0.6889128094725512, | |
| "grad_norm": 2.2527565306518227e-05, | |
| "learning_rate": 2.6292896327993467e-05, | |
| "loss": 0.1771, | |
| "num_input_tokens_seen": 833312, | |
| "step": 320, | |
| "train_runtime": 478.1705, | |
| "train_tokens_per_second": 1742.709 | |
| }, | |
| { | |
| "epoch": 0.7104413347685683, | |
| "grad_norm": 3.702789399540052e-05, | |
| "learning_rate": 2.606771428980681e-05, | |
| "loss": 0.1554, | |
| "num_input_tokens_seen": 859616, | |
| "step": 330, | |
| "train_runtime": 491.4008, | |
| "train_tokens_per_second": 1749.318 | |
| }, | |
| { | |
| "epoch": 0.7319698600645855, | |
| "grad_norm": 2.9329910830711015e-05, | |
| "learning_rate": 2.5836919304968184e-05, | |
| "loss": 0.1654, | |
| "num_input_tokens_seen": 885632, | |
| "step": 340, | |
| "train_runtime": 504.5115, | |
| "train_tokens_per_second": 1755.425 | |
| }, | |
| { | |
| "epoch": 0.7534983853606028, | |
| "grad_norm": 3.071613173233345e-05, | |
| "learning_rate": 2.5600628420223057e-05, | |
| "loss": 0.1534, | |
| "num_input_tokens_seen": 912896, | |
| "step": 350, | |
| "train_runtime": 517.9846, | |
| "train_tokens_per_second": 1762.4 | |
| }, | |
| { | |
| "epoch": 0.77502691065662, | |
| "grad_norm": 2.746630707406439e-05, | |
| "learning_rate": 2.535896146954037e-05, | |
| "loss": 0.1753, | |
| "num_input_tokens_seen": 938976, | |
| "step": 360, | |
| "train_runtime": 531.1381, | |
| "train_tokens_per_second": 1767.857 | |
| }, | |
| { | |
| "epoch": 0.7965554359526372, | |
| "grad_norm": 2.5821629606070928e-05, | |
| "learning_rate": 2.5112041013339212e-05, | |
| "loss": 0.1578, | |
| "num_input_tokens_seen": 966368, | |
| "step": 370, | |
| "train_runtime": 544.6424, | |
| "train_tokens_per_second": 1774.316 | |
| }, | |
| { | |
| "epoch": 0.8180839612486545, | |
| "grad_norm": 1.6281868738587946e-05, | |
| "learning_rate": 2.48599922763328e-05, | |
| "loss": 0.1339, | |
| "num_input_tokens_seen": 992544, | |
| "step": 380, | |
| "train_runtime": 557.8787, | |
| "train_tokens_per_second": 1779.14 | |
| }, | |
| { | |
| "epoch": 0.8396124865446717, | |
| "grad_norm": 2.4033668523770757e-05, | |
| "learning_rate": 2.4602943084021286e-05, | |
| "loss": 0.1895, | |
| "num_input_tokens_seen": 1018304, | |
| "step": 390, | |
| "train_runtime": 570.9772, | |
| "train_tokens_per_second": 1783.441 | |
| }, | |
| { | |
| "epoch": 0.8611410118406889, | |
| "grad_norm": 3.4451768442522734e-05, | |
| "learning_rate": 2.434102379786553e-05, | |
| "loss": 0.123, | |
| "num_input_tokens_seen": 1043936, | |
| "step": 400, | |
| "train_runtime": 584.0975, | |
| "train_tokens_per_second": 1787.263 | |
| }, | |
| { | |
| "epoch": 0.8826695371367062, | |
| "grad_norm": 3.287021172582172e-05, | |
| "learning_rate": 2.4074367249174864e-05, | |
| "loss": 0.157, | |
| "num_input_tokens_seen": 1069952, | |
| "step": 410, | |
| "train_runtime": 597.2774, | |
| "train_tokens_per_second": 1791.382 | |
| }, | |
| { | |
| "epoch": 0.9041980624327234, | |
| "grad_norm": 4.3571850255830213e-05, | |
| "learning_rate": 2.380310867174219e-05, | |
| "loss": 0.1308, | |
| "num_input_tokens_seen": 1095968, | |
| "step": 420, | |
| "train_runtime": 610.3435, | |
| "train_tokens_per_second": 1795.658 | |
| }, | |
| { | |
| "epoch": 0.9257265877287406, | |
| "grad_norm": 1.7651471353019588e-05, | |
| "learning_rate": 2.3527385633260724e-05, | |
| "loss": 0.1601, | |
| "num_input_tokens_seen": 1121920, | |
| "step": 430, | |
| "train_runtime": 624.0223, | |
| "train_tokens_per_second": 1797.885 | |
| }, | |
| { | |
| "epoch": 0.9472551130247578, | |
| "grad_norm": 3.0382463592104614e-05, | |
| "learning_rate": 2.3247337965557097e-05, | |
| "loss": 0.137, | |
| "num_input_tokens_seen": 1146656, | |
| "step": 440, | |
| "train_runtime": 637.0767, | |
| "train_tokens_per_second": 1799.871 | |
| }, | |
| { | |
| "epoch": 0.9687836383207751, | |
| "grad_norm": 1.7847232811618596e-05, | |
| "learning_rate": 2.2963107693676192e-05, | |
| "loss": 0.1404, | |
| "num_input_tokens_seen": 1172608, | |
| "step": 450, | |
| "train_runtime": 650.2332, | |
| "train_tokens_per_second": 1803.365 | |
| }, | |
| { | |
| "epoch": 0.9903121636167922, | |
| "grad_norm": 3.490272501949221e-05, | |
| "learning_rate": 2.2674838963853738e-05, | |
| "loss": 0.1319, | |
| "num_input_tokens_seen": 1198432, | |
| "step": 460, | |
| "train_runtime": 663.3441, | |
| "train_tokens_per_second": 1806.652 | |
| }, | |
| { | |
| "epoch": 1.0107642626480087, | |
| "grad_norm": 7.943774835439399e-05, | |
| "learning_rate": 2.2382677970413097e-05, | |
| "loss": 0.1274, | |
| "num_input_tokens_seen": 1223488, | |
| "step": 470, | |
| "train_runtime": 675.996, | |
| "train_tokens_per_second": 1809.904 | |
| }, | |
| { | |
| "epoch": 1.0322927879440258, | |
| "grad_norm": 2.8264159482205287e-05, | |
| "learning_rate": 2.2086772881623455e-05, | |
| "loss": 0.1546, | |
| "num_input_tokens_seen": 1249280, | |
| "step": 480, | |
| "train_runtime": 689.1037, | |
| "train_tokens_per_second": 1812.906 | |
| }, | |
| { | |
| "epoch": 1.0538213132400431, | |
| "grad_norm": 6.062540705897845e-05, | |
| "learning_rate": 2.1787273764556827e-05, | |
| "loss": 0.1137, | |
| "num_input_tokens_seen": 1275520, | |
| "step": 490, | |
| "train_runtime": 702.2966, | |
| "train_tokens_per_second": 1816.213 | |
| }, | |
| { | |
| "epoch": 1.0753498385360603, | |
| "grad_norm": 3.901288073393516e-05, | |
| "learning_rate": 2.1484332508982167e-05, | |
| "loss": 0.1057, | |
| "num_input_tokens_seen": 1302080, | |
| "step": 500, | |
| "train_runtime": 715.609, | |
| "train_tokens_per_second": 1819.541 | |
| }, | |
| { | |
| "epoch": 1.0968783638320776, | |
| "grad_norm": 2.3066615540301427e-05, | |
| "learning_rate": 2.11781027503351e-05, | |
| "loss": 0.1577, | |
| "num_input_tokens_seen": 1327936, | |
| "step": 510, | |
| "train_runtime": 728.7255, | |
| "train_tokens_per_second": 1822.272 | |
| }, | |
| { | |
| "epoch": 1.1184068891280947, | |
| "grad_norm": 3.826987085631117e-05, | |
| "learning_rate": 2.0868739791802312e-05, | |
| "loss": 0.136, | |
| "num_input_tokens_seen": 1354016, | |
| "step": 520, | |
| "train_runtime": 741.8823, | |
| "train_tokens_per_second": 1825.109 | |
| }, | |
| { | |
| "epoch": 1.1399354144241118, | |
| "grad_norm": 4.135877316002734e-05, | |
| "learning_rate": 2.0556400525560168e-05, | |
| "loss": 0.1125, | |
| "num_input_tokens_seen": 1379520, | |
| "step": 530, | |
| "train_runtime": 754.9858, | |
| "train_tokens_per_second": 1827.213 | |
| }, | |
| { | |
| "epoch": 1.1614639397201292, | |
| "grad_norm": 2.640750608406961e-05, | |
| "learning_rate": 2.0241243353207484e-05, | |
| "loss": 0.1171, | |
| "num_input_tokens_seen": 1405408, | |
| "step": 540, | |
| "train_runtime": 768.1512, | |
| "train_tokens_per_second": 1829.598 | |
| }, | |
| { | |
| "epoch": 1.1829924650161463, | |
| "grad_norm": 2.962505277537275e-05, | |
| "learning_rate": 1.9923428105432796e-05, | |
| "loss": 0.1134, | |
| "num_input_tokens_seen": 1432160, | |
| "step": 550, | |
| "train_runtime": 781.5035, | |
| "train_tokens_per_second": 1832.57 | |
| }, | |
| { | |
| "epoch": 1.2045209903121636, | |
| "grad_norm": 3.0228229661588557e-05, | |
| "learning_rate": 1.9603115960956852e-05, | |
| "loss": 0.1468, | |
| "num_input_tokens_seen": 1458304, | |
| "step": 560, | |
| "train_runtime": 794.6258, | |
| "train_tokens_per_second": 1835.209 | |
| }, | |
| { | |
| "epoch": 1.2260495156081808, | |
| "grad_norm": 2.415182279946748e-05, | |
| "learning_rate": 1.9280469364791505e-05, | |
| "loss": 0.1352, | |
| "num_input_tokens_seen": 1483840, | |
| "step": 570, | |
| "train_runtime": 807.6893, | |
| "train_tokens_per_second": 1837.142 | |
| }, | |
| { | |
| "epoch": 1.247578040904198, | |
| "grad_norm": 4.6627985284430906e-05, | |
| "learning_rate": 1.8955651945856354e-05, | |
| "loss": 0.1276, | |
| "num_input_tokens_seen": 1509888, | |
| "step": 580, | |
| "train_runtime": 820.8961, | |
| "train_tokens_per_second": 1839.317 | |
| }, | |
| { | |
| "epoch": 1.2691065662002152, | |
| "grad_norm": 3.416907929931767e-05, | |
| "learning_rate": 1.8628828433995013e-05, | |
| "loss": 0.113, | |
| "num_input_tokens_seen": 1535616, | |
| "step": 590, | |
| "train_runtime": 834.0516, | |
| "train_tokens_per_second": 1841.152 | |
| }, | |
| { | |
| "epoch": 1.2906350914962326, | |
| "grad_norm": 2.523140028642956e-05, | |
| "learning_rate": 1.8300164576433035e-05, | |
| "loss": 0.1236, | |
| "num_input_tokens_seen": 1561216, | |
| "step": 600, | |
| "train_runtime": 847.0655, | |
| "train_tokens_per_second": 1843.088 | |
| }, | |
| { | |
| "epoch": 1.3121636167922497, | |
| "grad_norm": 3.7026082281954587e-05, | |
| "learning_rate": 1.7969827053719862e-05, | |
| "loss": 0.1343, | |
| "num_input_tokens_seen": 1587776, | |
| "step": 610, | |
| "train_runtime": 860.3124, | |
| "train_tokens_per_second": 1845.581 | |
| }, | |
| { | |
| "epoch": 1.333692142088267, | |
| "grad_norm": 3.648900383268483e-05, | |
| "learning_rate": 1.7637983395197465e-05, | |
| "loss": 0.1611, | |
| "num_input_tokens_seen": 1613184, | |
| "step": 620, | |
| "train_runtime": 873.3346, | |
| "train_tokens_per_second": 1847.154 | |
| }, | |
| { | |
| "epoch": 1.3552206673842842, | |
| "grad_norm": 4.887824979959987e-05, | |
| "learning_rate": 1.7304801894038522e-05, | |
| "loss": 0.1318, | |
| "num_input_tokens_seen": 1639776, | |
| "step": 630, | |
| "train_runtime": 886.6116, | |
| "train_tokens_per_second": 1849.486 | |
| }, | |
| { | |
| "epoch": 1.3767491926803013, | |
| "grad_norm": 3.865800681523979e-05, | |
| "learning_rate": 1.6970451521897198e-05, | |
| "loss": 0.1193, | |
| "num_input_tokens_seen": 1666016, | |
| "step": 640, | |
| "train_runtime": 899.781, | |
| "train_tokens_per_second": 1851.579 | |
| }, | |
| { | |
| "epoch": 1.3982777179763186, | |
| "grad_norm": 8.725399675313383e-05, | |
| "learning_rate": 1.663510184321587e-05, | |
| "loss": 0.1691, | |
| "num_input_tokens_seen": 1691680, | |
| "step": 650, | |
| "train_runtime": 912.8286, | |
| "train_tokens_per_second": 1853.229 | |
| }, | |
| { | |
| "epoch": 1.419806243272336, | |
| "grad_norm": 3.235097756260075e-05, | |
| "learning_rate": 1.6298922929231194e-05, | |
| "loss": 0.1116, | |
| "num_input_tokens_seen": 1717472, | |
| "step": 660, | |
| "train_runtime": 925.9227, | |
| "train_tokens_per_second": 1854.876 | |
| }, | |
| { | |
| "epoch": 1.441334768568353, | |
| "grad_norm": 4.359897502581589e-05, | |
| "learning_rate": 1.5962085271723158e-05, | |
| "loss": 0.1194, | |
| "num_input_tokens_seen": 1743648, | |
| "step": 670, | |
| "train_runtime": 939.0604, | |
| "train_tokens_per_second": 1856.801 | |
| }, | |
| { | |
| "epoch": 1.4628632938643702, | |
| "grad_norm": 5.545392195926979e-05, | |
| "learning_rate": 1.5624759696550874e-05, | |
| "loss": 0.1481, | |
| "num_input_tokens_seen": 1770112, | |
| "step": 680, | |
| "train_runtime": 952.3362, | |
| "train_tokens_per_second": 1858.705 | |
| }, | |
| { | |
| "epoch": 1.4843918191603875, | |
| "grad_norm": 4.8013796913437545e-05, | |
| "learning_rate": 1.528711727701893e-05, | |
| "loss": 0.1086, | |
| "num_input_tokens_seen": 1796256, | |
| "step": 690, | |
| "train_runtime": 965.4677, | |
| "train_tokens_per_second": 1860.503 | |
| }, | |
| { | |
| "epoch": 1.5059203444564049, | |
| "grad_norm": 6.239710637601092e-05, | |
| "learning_rate": 1.4949329247118258e-05, | |
| "loss": 0.1263, | |
| "num_input_tokens_seen": 1821952, | |
| "step": 700, | |
| "train_runtime": 978.7232, | |
| "train_tokens_per_second": 1861.56 | |
| }, | |
| { | |
| "epoch": 1.527448869752422, | |
| "grad_norm": 5.263877392280847e-05, | |
| "learning_rate": 1.4611566914685489e-05, | |
| "loss": 0.138, | |
| "num_input_tokens_seen": 1848096, | |
| "step": 710, | |
| "train_runtime": 992.1376, | |
| "train_tokens_per_second": 1862.742 | |
| }, | |
| { | |
| "epoch": 1.5489773950484391, | |
| "grad_norm": 3.61037346010562e-05, | |
| "learning_rate": 1.4274001574524894e-05, | |
| "loss": 0.1202, | |
| "num_input_tokens_seen": 1874304, | |
| "step": 720, | |
| "train_runtime": 1005.4875, | |
| "train_tokens_per_second": 1864.075 | |
| }, | |
| { | |
| "epoch": 1.5705059203444565, | |
| "grad_norm": 3.5984608985017985e-05, | |
| "learning_rate": 1.3936804421536906e-05, | |
| "loss": 0.0985, | |
| "num_input_tokens_seen": 1899392, | |
| "step": 730, | |
| "train_runtime": 1018.7219, | |
| "train_tokens_per_second": 1864.485 | |
| }, | |
| { | |
| "epoch": 1.5920344456404736, | |
| "grad_norm": 1.9361184968147427e-05, | |
| "learning_rate": 1.3600146463897327e-05, | |
| "loss": 0.1293, | |
| "num_input_tokens_seen": 1925344, | |
| "step": 740, | |
| "train_runtime": 1032.1312, | |
| "train_tokens_per_second": 1865.406 | |
| }, | |
| { | |
| "epoch": 1.6135629709364907, | |
| "grad_norm": 2.6571358830551617e-05, | |
| "learning_rate": 1.3264198436331193e-05, | |
| "loss": 0.1432, | |
| "num_input_tokens_seen": 1951520, | |
| "step": 750, | |
| "train_runtime": 1045.5198, | |
| "train_tokens_per_second": 1866.555 | |
| }, | |
| { | |
| "epoch": 1.635091496232508, | |
| "grad_norm": 1.8363367416895926e-05, | |
| "learning_rate": 1.2929130713525396e-05, | |
| "loss": 0.1164, | |
| "num_input_tokens_seen": 1977216, | |
| "step": 760, | |
| "train_runtime": 1058.8676, | |
| "train_tokens_per_second": 1867.293 | |
| }, | |
| { | |
| "epoch": 1.6566200215285254, | |
| "grad_norm": 2.6945261197397485e-05, | |
| "learning_rate": 1.2595113223723788e-05, | |
| "loss": 0.1421, | |
| "num_input_tokens_seen": 2003648, | |
| "step": 770, | |
| "train_runtime": 1072.266, | |
| "train_tokens_per_second": 1868.611 | |
| }, | |
| { | |
| "epoch": 1.6781485468245425, | |
| "grad_norm": 5.403673276305199e-05, | |
| "learning_rate": 1.2262315362548825e-05, | |
| "loss": 0.1076, | |
| "num_input_tokens_seen": 2030432, | |
| "step": 780, | |
| "train_runtime": 1085.8231, | |
| "train_tokens_per_second": 1869.947 | |
| }, | |
| { | |
| "epoch": 1.6996770721205596, | |
| "grad_norm": 7.509243732783943e-05, | |
| "learning_rate": 1.1930905907093196e-05, | |
| "loss": 0.1346, | |
| "num_input_tokens_seen": 2055104, | |
| "step": 790, | |
| "train_runtime": 1099.0396, | |
| "train_tokens_per_second": 1869.909 | |
| }, | |
| { | |
| "epoch": 1.721205597416577, | |
| "grad_norm": 6.094072887208313e-05, | |
| "learning_rate": 1.1601052930325236e-05, | |
| "loss": 0.1251, | |
| "num_input_tokens_seen": 2081248, | |
| "step": 800, | |
| "train_runtime": 1112.404, | |
| "train_tokens_per_second": 1870.946 | |
| }, | |
| { | |
| "epoch": 1.7427341227125943, | |
| "grad_norm": 4.0481922042090446e-05, | |
| "learning_rate": 1.127292371585141e-05, | |
| "loss": 0.1267, | |
| "num_input_tokens_seen": 2107520, | |
| "step": 810, | |
| "train_runtime": 1125.7611, | |
| "train_tokens_per_second": 1872.085 | |
| }, | |
| { | |
| "epoch": 1.7642626480086114, | |
| "grad_norm": 4.967824861523695e-05, | |
| "learning_rate": 1.0946684673079074e-05, | |
| "loss": 0.1531, | |
| "num_input_tokens_seen": 2133856, | |
| "step": 820, | |
| "train_runtime": 1138.9801, | |
| "train_tokens_per_second": 1873.48 | |
| }, | |
| { | |
| "epoch": 1.7857911733046286, | |
| "grad_norm": 3.5426357499090955e-05, | |
| "learning_rate": 1.0622501252822628e-05, | |
| "loss": 0.1083, | |
| "num_input_tokens_seen": 2159904, | |
| "step": 830, | |
| "train_runtime": 1152.1924, | |
| "train_tokens_per_second": 1874.604 | |
| }, | |
| { | |
| "epoch": 1.807319698600646, | |
| "grad_norm": 3.692304380820133e-05, | |
| "learning_rate": 1.0300537863395823e-05, | |
| "loss": 0.1353, | |
| "num_input_tokens_seen": 2186368, | |
| "step": 840, | |
| "train_runtime": 1165.4112, | |
| "train_tokens_per_second": 1876.049 | |
| }, | |
| { | |
| "epoch": 1.8288482238966632, | |
| "grad_norm": 3.939384259865619e-05, | |
| "learning_rate": 9.98095778723271e-06, | |
| "loss": 0.1008, | |
| "num_input_tokens_seen": 2212256, | |
| "step": 850, | |
| "train_runtime": 1178.5802, | |
| "train_tokens_per_second": 1877.052 | |
| }, | |
| { | |
| "epoch": 1.8503767491926801, | |
| "grad_norm": 3.193708835169673e-05, | |
| "learning_rate": 9.663923098079656e-06, | |
| "loss": 0.1227, | |
| "num_input_tokens_seen": 2238432, | |
| "step": 860, | |
| "train_runtime": 1191.8467, | |
| "train_tokens_per_second": 1878.121 | |
| }, | |
| { | |
| "epoch": 1.8719052744886975, | |
| "grad_norm": 1.8965831259265542e-05, | |
| "learning_rate": 9.349594578800259e-06, | |
| "loss": 0.1169, | |
| "num_input_tokens_seen": 2264896, | |
| "step": 870, | |
| "train_runtime": 1205.1831, | |
| "train_tokens_per_second": 1879.296 | |
| }, | |
| { | |
| "epoch": 1.8934337997847148, | |
| "grad_norm": 4.2244591895723715e-05, | |
| "learning_rate": 9.038131639834977e-06, | |
| "loss": 0.1481, | |
| "num_input_tokens_seen": 2290976, | |
| "step": 880, | |
| "train_runtime": 1218.4291, | |
| "train_tokens_per_second": 1880.27 | |
| }, | |
| { | |
| "epoch": 1.914962325080732, | |
| "grad_norm": 1.6058927940321155e-05, | |
| "learning_rate": 8.7296922383568e-06, | |
| "loss": 0.1319, | |
| "num_input_tokens_seen": 2316608, | |
| "step": 890, | |
| "train_runtime": 1231.5483, | |
| "train_tokens_per_second": 1881.053 | |
| }, | |
| { | |
| "epoch": 1.936490850376749, | |
| "grad_norm": 3.993209975305945e-05, | |
| "learning_rate": 8.424432798163838e-06, | |
| "loss": 0.1133, | |
| "num_input_tokens_seen": 2342208, | |
| "step": 900, | |
| "train_runtime": 1244.6398, | |
| "train_tokens_per_second": 1881.836 | |
| }, | |
| { | |
| "epoch": 1.9580193756727664, | |
| "grad_norm": 2.757447145995684e-05, | |
| "learning_rate": 8.122508130349711e-06, | |
| "loss": 0.0905, | |
| "num_input_tokens_seen": 2367968, | |
| "step": 910, | |
| "train_runtime": 1257.7972, | |
| "train_tokens_per_second": 1882.631 | |
| }, | |
| { | |
| "epoch": 1.9795479009687837, | |
| "grad_norm": 3.641565490397625e-05, | |
| "learning_rate": 7.82407135479164e-06, | |
| "loss": 0.1374, | |
| "num_input_tokens_seen": 2393920, | |
| "step": 920, | |
| "train_runtime": 1270.9937, | |
| "train_tokens_per_second": 1883.503 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 2.0924720956827514e-05, | |
| "learning_rate": 7.529273822496379e-06, | |
| "loss": 0.0857, | |
| "num_input_tokens_seen": 2419136, | |
| "step": 930, | |
| "train_runtime": 1283.5615, | |
| "train_tokens_per_second": 1884.706 | |
| }, | |
| { | |
| "epoch": 2.0215285252960173, | |
| "grad_norm": 5.763619265053421e-05, | |
| "learning_rate": 7.238265038843143e-06, | |
| "loss": 0.129, | |
| "num_input_tokens_seen": 2444992, | |
| "step": 940, | |
| "train_runtime": 1296.665, | |
| "train_tokens_per_second": 1885.6 | |
| }, | |
| { | |
| "epoch": 2.0430570505920342, | |
| "grad_norm": 4.3982894567307085e-05, | |
| "learning_rate": 6.951192587762555e-06, | |
| "loss": 0.0711, | |
| "num_input_tokens_seen": 2471008, | |
| "step": 950, | |
| "train_runtime": 1309.7833, | |
| "train_tokens_per_second": 1886.578 | |
| }, | |
| { | |
| "epoch": 2.0645855758880516, | |
| "grad_norm": 1.84689779416658e-05, | |
| "learning_rate": 6.668202056890052e-06, | |
| "loss": 0.1049, | |
| "num_input_tokens_seen": 2497152, | |
| "step": 960, | |
| "train_runtime": 1322.9959, | |
| "train_tokens_per_second": 1887.498 | |
| }, | |
| { | |
| "epoch": 2.086114101184069, | |
| "grad_norm": 3.773774005821906e-05, | |
| "learning_rate": 6.389436963731707e-06, | |
| "loss": 0.0965, | |
| "num_input_tokens_seen": 2523328, | |
| "step": 970, | |
| "train_runtime": 1336.2038, | |
| "train_tokens_per_second": 1888.43 | |
| }, | |
| { | |
| "epoch": 2.1076426264800863, | |
| "grad_norm": 3.176877726218663e-05, | |
| "learning_rate": 6.115038682879904e-06, | |
| "loss": 0.1418, | |
| "num_input_tokens_seen": 2549792, | |
| "step": 980, | |
| "train_runtime": 1349.5257, | |
| "train_tokens_per_second": 1889.399 | |
| }, | |
| { | |
| "epoch": 2.129171151776103, | |
| "grad_norm": 2.900951585615985e-05, | |
| "learning_rate": 5.845146374315781e-06, | |
| "loss": 0.0946, | |
| "num_input_tokens_seen": 2575520, | |
| "step": 990, | |
| "train_runtime": 1362.6176, | |
| "train_tokens_per_second": 1890.127 | |
| }, | |
| { | |
| "epoch": 2.1506996770721205, | |
| "grad_norm": 4.064288077643141e-05, | |
| "learning_rate": 5.579896912834807e-06, | |
| "loss": 0.1227, | |
| "num_input_tokens_seen": 2601888, | |
| "step": 1000, | |
| "train_runtime": 1375.8117, | |
| "train_tokens_per_second": 1891.166 | |
| }, | |
| { | |
| "epoch": 2.172228202368138, | |
| "grad_norm": 6.559904431924224e-05, | |
| "learning_rate": 5.319424818631293e-06, | |
| "loss": 0.1208, | |
| "num_input_tokens_seen": 2628064, | |
| "step": 1010, | |
| "train_runtime": 1390.5019, | |
| "train_tokens_per_second": 1890.011 | |
| }, | |
| { | |
| "epoch": 2.193756727664155, | |
| "grad_norm": 2.7879113986273296e-05, | |
| "learning_rate": 5.063862189076988e-06, | |
| "loss": 0.112, | |
| "num_input_tokens_seen": 2654528, | |
| "step": 1020, | |
| "train_runtime": 1403.7726, | |
| "train_tokens_per_second": 1890.996 | |
| }, | |
| { | |
| "epoch": 2.215285252960172, | |
| "grad_norm": 4.046166213811375e-05, | |
| "learning_rate": 4.813338631728471e-06, | |
| "loss": 0.1082, | |
| "num_input_tokens_seen": 2680864, | |
| "step": 1030, | |
| "train_runtime": 1416.9915, | |
| "train_tokens_per_second": 1891.941 | |
| }, | |
| { | |
| "epoch": 2.2368137782561894, | |
| "grad_norm": 6.314706115517765e-05, | |
| "learning_rate": 4.567981198597168e-06, | |
| "loss": 0.1173, | |
| "num_input_tokens_seen": 2707328, | |
| "step": 1040, | |
| "train_runtime": 1430.247, | |
| "train_tokens_per_second": 1892.909 | |
| }, | |
| { | |
| "epoch": 2.2583423035522068, | |
| "grad_norm": 2.4318607756868005e-05, | |
| "learning_rate": 4.327914321715459e-06, | |
| "loss": 0.0901, | |
| "num_input_tokens_seen": 2733184, | |
| "step": 1050, | |
| "train_runtime": 1443.4569, | |
| "train_tokens_per_second": 1893.499 | |
| }, | |
| { | |
| "epoch": 2.2798708288482237, | |
| "grad_norm": 2.560779103077948e-05, | |
| "learning_rate": 4.09325975003146e-06, | |
| "loss": 0.1068, | |
| "num_input_tokens_seen": 2758912, | |
| "step": 1060, | |
| "train_runtime": 1456.6406, | |
| "train_tokens_per_second": 1894.024 | |
| }, | |
| { | |
| "epoch": 2.301399354144241, | |
| "grad_norm": 3.13112250296399e-05, | |
| "learning_rate": 3.864136487664538e-06, | |
| "loss": 0.0904, | |
| "num_input_tokens_seen": 2784480, | |
| "step": 1070, | |
| "train_runtime": 1469.7536, | |
| "train_tokens_per_second": 1894.522 | |
| }, | |
| { | |
| "epoch": 2.3229278794402584, | |
| "grad_norm": 2.460617179167457e-05, | |
| "learning_rate": 3.640660733552863e-06, | |
| "loss": 0.0633, | |
| "num_input_tokens_seen": 2810176, | |
| "step": 1080, | |
| "train_runtime": 1482.8577, | |
| "train_tokens_per_second": 1895.108 | |
| }, | |
| { | |
| "epoch": 2.3444564047362757, | |
| "grad_norm": 4.727970008389093e-05, | |
| "learning_rate": 3.4229458225235696e-06, | |
| "loss": 0.0847, | |
| "num_input_tokens_seen": 2836896, | |
| "step": 1090, | |
| "train_runtime": 1496.1489, | |
| "train_tokens_per_second": 1896.132 | |
| }, | |
| { | |
| "epoch": 2.3659849300322926, | |
| "grad_norm": 2.8999687856412493e-05, | |
| "learning_rate": 3.211102167815469e-06, | |
| "loss": 0.0959, | |
| "num_input_tokens_seen": 2862464, | |
| "step": 1100, | |
| "train_runtime": 1509.2497, | |
| "train_tokens_per_second": 1896.614 | |
| }, | |
| { | |
| "epoch": 2.38751345532831, | |
| "grad_norm": 8.412307215621695e-05, | |
| "learning_rate": 3.0052372050834025e-06, | |
| "loss": 0.1154, | |
| "num_input_tokens_seen": 2889056, | |
| "step": 1110, | |
| "train_runtime": 1522.5818, | |
| "train_tokens_per_second": 1897.472 | |
| }, | |
| { | |
| "epoch": 2.4090419806243273, | |
| "grad_norm": 4.532782259047963e-05, | |
| "learning_rate": 2.805455337912722e-06, | |
| "loss": 0.1063, | |
| "num_input_tokens_seen": 2915392, | |
| "step": 1120, | |
| "train_runtime": 1535.9475, | |
| "train_tokens_per_second": 1898.107 | |
| }, | |
| { | |
| "epoch": 2.4305705059203446, | |
| "grad_norm": 4.3450949306134135e-05, | |
| "learning_rate": 2.611857884871379e-06, | |
| "loss": 0.1067, | |
| "num_input_tokens_seen": 2941472, | |
| "step": 1130, | |
| "train_runtime": 1549.1638, | |
| "train_tokens_per_second": 1898.748 | |
| }, | |
| { | |
| "epoch": 2.4520990312163615, | |
| "grad_norm": 2.563163434388116e-05, | |
| "learning_rate": 2.424543028126661e-06, | |
| "loss": 0.1194, | |
| "num_input_tokens_seen": 2967424, | |
| "step": 1140, | |
| "train_runtime": 1562.3102, | |
| "train_tokens_per_second": 1899.382 | |
| }, | |
| { | |
| "epoch": 2.473627556512379, | |
| "grad_norm": 3.6229073884896934e-05, | |
| "learning_rate": 2.243605763652489e-06, | |
| "loss": 0.0986, | |
| "num_input_tokens_seen": 2993856, | |
| "step": 1150, | |
| "train_runtime": 1575.5085, | |
| "train_tokens_per_second": 1900.247 | |
| }, | |
| { | |
| "epoch": 2.495156081808396, | |
| "grad_norm": 2.7871834390680306e-05, | |
| "learning_rate": 2.0691378530525933e-06, | |
| "loss": 0.1069, | |
| "num_input_tokens_seen": 3019648, | |
| "step": 1160, | |
| "train_runtime": 1588.5936, | |
| "train_tokens_per_second": 1900.831 | |
| }, | |
| { | |
| "epoch": 2.5166846071044136, | |
| "grad_norm": 4.834825813304633e-05, | |
| "learning_rate": 1.9012277770239829e-06, | |
| "loss": 0.1124, | |
| "num_input_tokens_seen": 3045504, | |
| "step": 1170, | |
| "train_runtime": 1601.6858, | |
| "train_tokens_per_second": 1901.437 | |
| }, | |
| { | |
| "epoch": 2.5382131324004304, | |
| "grad_norm": 1.700134453130886e-05, | |
| "learning_rate": 1.7399606904843224e-06, | |
| "loss": 0.0751, | |
| "num_input_tokens_seen": 3071424, | |
| "step": 1180, | |
| "train_runtime": 1614.839, | |
| "train_tokens_per_second": 1902.0 | |
| }, | |
| { | |
| "epoch": 2.559741657696448, | |
| "grad_norm": 6.077123907743953e-05, | |
| "learning_rate": 1.5854183793859577e-06, | |
| "loss": 0.1124, | |
| "num_input_tokens_seen": 3098112, | |
| "step": 1190, | |
| "train_runtime": 1628.2435, | |
| "train_tokens_per_second": 1902.733 | |
| }, | |
| { | |
| "epoch": 2.581270182992465, | |
| "grad_norm": 2.4882172510842793e-05, | |
| "learning_rate": 1.437679219238498e-06, | |
| "loss": 0.0872, | |
| "num_input_tokens_seen": 3124128, | |
| "step": 1200, | |
| "train_runtime": 1641.5054, | |
| "train_tokens_per_second": 1903.209 | |
| }, | |
| { | |
| "epoch": 2.602798708288482, | |
| "grad_norm": 5.312330540618859e-05, | |
| "learning_rate": 1.2968181353609854e-06, | |
| "loss": 0.1071, | |
| "num_input_tokens_seen": 3150400, | |
| "step": 1210, | |
| "train_runtime": 1654.8347, | |
| "train_tokens_per_second": 1903.755 | |
| }, | |
| { | |
| "epoch": 2.6243272335844994, | |
| "grad_norm": 2.769859020190779e-05, | |
| "learning_rate": 1.1629065648838495e-06, | |
| "loss": 0.1054, | |
| "num_input_tokens_seen": 3175680, | |
| "step": 1220, | |
| "train_runtime": 1667.8812, | |
| "train_tokens_per_second": 1904.021 | |
| }, | |
| { | |
| "epoch": 2.6458557588805167, | |
| "grad_norm": 3.681317684822716e-05, | |
| "learning_rate": 1.0360124205198102e-06, | |
| "loss": 0.1029, | |
| "num_input_tokens_seen": 3201664, | |
| "step": 1230, | |
| "train_runtime": 1681.0555, | |
| "train_tokens_per_second": 1904.556 | |
| }, | |
| { | |
| "epoch": 2.667384284176534, | |
| "grad_norm": 7.651891792193055e-05, | |
| "learning_rate": 9.162000561222672e-07, | |
| "loss": 0.1005, | |
| "num_input_tokens_seen": 3228192, | |
| "step": 1240, | |
| "train_runtime": 1694.3825, | |
| "train_tokens_per_second": 1905.232 | |
| }, | |
| { | |
| "epoch": 2.6889128094725514, | |
| "grad_norm": 3.385964373592287e-05, | |
| "learning_rate": 8.035302340484646e-07, | |
| "loss": 0.1126, | |
| "num_input_tokens_seen": 3253664, | |
| "step": 1250, | |
| "train_runtime": 1707.5029, | |
| "train_tokens_per_second": 1905.51 | |
| }, | |
| { | |
| "epoch": 2.7104413347685683, | |
| "grad_norm": 2.672344635357149e-05, | |
| "learning_rate": 6.980600943441273e-07, | |
| "loss": 0.0842, | |
| "num_input_tokens_seen": 3279552, | |
| "step": 1260, | |
| "train_runtime": 1720.6468, | |
| "train_tokens_per_second": 1906.0 | |
| }, | |
| { | |
| "epoch": 2.7319698600645856, | |
| "grad_norm": 4.816047294298187e-05, | |
| "learning_rate": 5.998431257651132e-07, | |
| "loss": 0.1228, | |
| "num_input_tokens_seen": 3305888, | |
| "step": 1270, | |
| "train_runtime": 1733.8693, | |
| "train_tokens_per_second": 1906.653 | |
| }, | |
| { | |
| "epoch": 2.7534983853606025, | |
| "grad_norm": 4.461811840883456e-05, | |
| "learning_rate": 5.089291386508055e-07, | |
| "loss": 0.0889, | |
| "num_input_tokens_seen": 3331840, | |
| "step": 1280, | |
| "train_runtime": 1747.1212, | |
| "train_tokens_per_second": 1907.046 | |
| }, | |
| { | |
| "epoch": 2.77502691065662, | |
| "grad_norm": 2.788665187836159e-05, | |
| "learning_rate": 4.2536423966299256e-07, | |
| "loss": 0.0862, | |
| "num_input_tokens_seen": 3357632, | |
| "step": 1290, | |
| "train_runtime": 1760.2352, | |
| "train_tokens_per_second": 1907.491 | |
| }, | |
| { | |
| "epoch": 2.7965554359526372, | |
| "grad_norm": 5.6285829487023875e-05, | |
| "learning_rate": 3.491908084030776e-07, | |
| "loss": 0.116, | |
| "num_input_tokens_seen": 3384000, | |
| "step": 1300, | |
| "train_runtime": 1773.5214, | |
| "train_tokens_per_second": 1908.068 | |
| }, | |
| { | |
| "epoch": 2.8180839612486546, | |
| "grad_norm": 4.5707623939961195e-05, | |
| "learning_rate": 2.804474759194176e-07, | |
| "loss": 0.1054, | |
| "num_input_tokens_seen": 3410368, | |
| "step": 1310, | |
| "train_runtime": 1786.7429, | |
| "train_tokens_per_second": 1908.707 | |
| }, | |
| { | |
| "epoch": 2.839612486544672, | |
| "grad_norm": 2.5656630896264687e-05, | |
| "learning_rate": 2.1916910511575627e-07, | |
| "loss": 0.1038, | |
| "num_input_tokens_seen": 3436224, | |
| "step": 1320, | |
| "train_runtime": 1799.8495, | |
| "train_tokens_per_second": 1909.173 | |
| }, | |
| { | |
| "epoch": 2.861141011840689, | |
| "grad_norm": 3.635259417933412e-05, | |
| "learning_rate": 1.6538677307062933e-07, | |
| "loss": 0.086, | |
| "num_input_tokens_seen": 3462304, | |
| "step": 1330, | |
| "train_runtime": 1813.0288, | |
| "train_tokens_per_second": 1909.68 | |
| }, | |
| { | |
| "epoch": 2.882669537136706, | |
| "grad_norm": 6.195970490807667e-05, | |
| "learning_rate": 1.1912775527676278e-07, | |
| "loss": 0.0935, | |
| "num_input_tokens_seen": 3488128, | |
| "step": 1340, | |
| "train_runtime": 1826.2193, | |
| "train_tokens_per_second": 1910.027 | |
| }, | |
| { | |
| "epoch": 2.9041980624327235, | |
| "grad_norm": 4.8543439334025607e-05, | |
| "learning_rate": 8.04155118084099e-08, | |
| "loss": 0.1117, | |
| "num_input_tokens_seen": 3513728, | |
| "step": 1350, | |
| "train_runtime": 1839.3642, | |
| "train_tokens_per_second": 1910.295 | |
| }, | |
| { | |
| "epoch": 2.9257265877287404, | |
| "grad_norm": 3.0174160201568156e-05, | |
| "learning_rate": 4.9269675423671556e-08, | |
| "loss": 0.1099, | |
| "num_input_tokens_seen": 3539936, | |
| "step": 1360, | |
| "train_runtime": 1852.5438, | |
| "train_tokens_per_second": 1910.851 | |
| }, | |
| { | |
| "epoch": 2.9472551130247577, | |
| "grad_norm": 5.9879115724470466e-05, | |
| "learning_rate": 2.570604160781753e-08, | |
| "loss": 0.087, | |
| "num_input_tokens_seen": 3565792, | |
| "step": 1370, | |
| "train_runtime": 1865.7413, | |
| "train_tokens_per_second": 1911.193 | |
| }, | |
| { | |
| "epoch": 2.968783638320775, | |
| "grad_norm": 3.549754183040932e-05, | |
| "learning_rate": 9.736560562675912e-09, | |
| "loss": 0.0705, | |
| "num_input_tokens_seen": 3591744, | |
| "step": 1380, | |
| "train_runtime": 1878.9623, | |
| "train_tokens_per_second": 1911.557 | |
| }, | |
| { | |
| "epoch": 2.9903121636167924, | |
| "grad_norm": 3.281807221355848e-05, | |
| "learning_rate": 1.3693311461326908e-09, | |
| "loss": 0.0982, | |
| "num_input_tokens_seen": 3618112, | |
| "step": 1390, | |
| "train_runtime": 1892.4676, | |
| "train_tokens_per_second": 1911.849 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "num_input_tokens_seen": 3629856, | |
| "step": 1395, | |
| "total_flos": 1.818821603079291e+17, | |
| "train_loss": 0.15204335844217662, | |
| "train_runtime": 1900.0282, | |
| "train_samples_per_second": 5.867, | |
| "train_steps_per_second": 0.734 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 1395, | |
| "num_input_tokens_seen": 3629856, | |
| "num_train_epochs": 3, | |
| "save_steps": 1000, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.818821603079291e+17, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |