Instructions to use rifkat/robert_BPE_pubchem10M with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use rifkat/robert_BPE_pubchem10M with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("fill-mask", model="rifkat/robert_BPE_pubchem10M")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForMaskedLM tokenizer = AutoTokenizer.from_pretrained("rifkat/robert_BPE_pubchem10M") model = AutoModelForMaskedLM.from_pretrained("rifkat/robert_BPE_pubchem10M", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download trainer_state.json from rifkat/robert_BPE_pubchem10M: direct link, hf CLI and curl.
- Browser
- Download file 46.9 kB
-
https://huggingface.co/rifkat/robert_BPE_pubchem10M/resolve/main/trainer_state.json
- Command line
-
hf download hf://rifkat/robert_BPE_pubchem10M/trainer_state.json
-
curl -L -o trainer_state.json https://huggingface.co/rifkat/robert_BPE_pubchem10M/resolve/main/trainer_state.json
46.9 kB
| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 3.6479533061976808, | |
| "global_step": 190000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.01, | |
| "learning_rate": 4.9952000614392135e-05, | |
| "loss": 2.8985, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.02, | |
| "learning_rate": 4.9904001228784275e-05, | |
| "loss": 1.3069, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 4.985600184317641e-05, | |
| "loss": 1.0065, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 4.980800245756855e-05, | |
| "loss": 0.8738, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 4.976000307196068e-05, | |
| "loss": 0.79, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 0.06, | |
| "learning_rate": 4.971200368635281e-05, | |
| "loss": 0.7345, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 4.966400430074495e-05, | |
| "loss": 0.6848, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 4.9616004915137085e-05, | |
| "loss": 0.6475, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 4.9568005529529224e-05, | |
| "loss": 0.6275, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 4.9520006143921364e-05, | |
| "loss": 0.5992, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 4.9472006758313496e-05, | |
| "loss": 0.5797, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 4.9424007372705636e-05, | |
| "loss": 0.5654, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 4.937600798709777e-05, | |
| "loss": 0.5496, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 4.932800860148991e-05, | |
| "loss": 0.5348, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 4.928000921588204e-05, | |
| "loss": 0.5257, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 4.9232009830274174e-05, | |
| "loss": 0.5132, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 4.918401044466631e-05, | |
| "loss": 0.5042, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 0.17, | |
| "learning_rate": 4.9136011059058446e-05, | |
| "loss": 0.4923, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 4.9088011673450585e-05, | |
| "loss": 0.4898, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 0.19, | |
| "learning_rate": 4.904001228784272e-05, | |
| "loss": 0.4834, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 4.899201290223485e-05, | |
| "loss": 0.4757, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 0.21, | |
| "learning_rate": 4.894401351662699e-05, | |
| "loss": 0.4744, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 4.889601413101912e-05, | |
| "loss": 0.4641, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 4.884801474541126e-05, | |
| "loss": 0.4578, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 4.8800015359803395e-05, | |
| "loss": 0.4527, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "learning_rate": 4.875201597419553e-05, | |
| "loss": 0.4507, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 0.26, | |
| "learning_rate": 4.870401658858767e-05, | |
| "loss": 0.4498, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "learning_rate": 4.86560172029798e-05, | |
| "loss": 0.4407, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "learning_rate": 4.860801781737194e-05, | |
| "loss": 0.4354, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 4.856001843176408e-05, | |
| "loss": 0.4319, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "learning_rate": 4.851201904615621e-05, | |
| "loss": 0.4318, | |
| "step": 15500 | |
| }, | |
| { | |
| "epoch": 0.31, | |
| "learning_rate": 4.846401966054835e-05, | |
| "loss": 0.426, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "learning_rate": 4.8416020274940484e-05, | |
| "loss": 0.4256, | |
| "step": 16500 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 4.8368020889332624e-05, | |
| "loss": 0.4176, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 4.8320021503724757e-05, | |
| "loss": 0.419, | |
| "step": 17500 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "learning_rate": 4.827202211811689e-05, | |
| "loss": 0.4162, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 4.822402273250903e-05, | |
| "loss": 0.4127, | |
| "step": 18500 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 4.817602334690116e-05, | |
| "loss": 0.408, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 4.81280239612933e-05, | |
| "loss": 0.4112, | |
| "step": 19500 | |
| }, | |
| { | |
| "epoch": 0.38, | |
| "learning_rate": 4.8080024575685434e-05, | |
| "loss": 0.4062, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 0.39, | |
| "learning_rate": 4.8032025190077567e-05, | |
| "loss": 0.4052, | |
| "step": 20500 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 4.7984025804469706e-05, | |
| "loss": 0.3976, | |
| "step": 21000 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 4.793602641886184e-05, | |
| "loss": 0.396, | |
| "step": 21500 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "learning_rate": 4.788802703325398e-05, | |
| "loss": 0.3962, | |
| "step": 22000 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 4.784002764764611e-05, | |
| "loss": 0.395, | |
| "step": 22500 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 4.7792028262038244e-05, | |
| "loss": 0.3942, | |
| "step": 23000 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "learning_rate": 4.774402887643038e-05, | |
| "loss": 0.3905, | |
| "step": 23500 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 4.7696029490822516e-05, | |
| "loss": 0.3879, | |
| "step": 24000 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 4.7648030105214656e-05, | |
| "loss": 0.386, | |
| "step": 24500 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 4.7600030719606795e-05, | |
| "loss": 0.3841, | |
| "step": 25000 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 4.755203133399893e-05, | |
| "loss": 0.3825, | |
| "step": 25500 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "learning_rate": 4.750403194839107e-05, | |
| "loss": 0.3796, | |
| "step": 26000 | |
| }, | |
| { | |
| "epoch": 0.51, | |
| "learning_rate": 4.74560325627832e-05, | |
| "loss": 0.3794, | |
| "step": 26500 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "learning_rate": 4.740803317717533e-05, | |
| "loss": 0.3779, | |
| "step": 27000 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 4.736003379156747e-05, | |
| "loss": 0.3742, | |
| "step": 27500 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "learning_rate": 4.7312034405959605e-05, | |
| "loss": 0.3773, | |
| "step": 28000 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 4.7264035020351745e-05, | |
| "loss": 0.3748, | |
| "step": 28500 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "learning_rate": 4.721603563474388e-05, | |
| "loss": 0.3742, | |
| "step": 29000 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 4.716803624913601e-05, | |
| "loss": 0.3713, | |
| "step": 29500 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 4.712003686352815e-05, | |
| "loss": 0.3689, | |
| "step": 30000 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "learning_rate": 4.707203747792028e-05, | |
| "loss": 0.3671, | |
| "step": 30500 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 4.702403809231242e-05, | |
| "loss": 0.3667, | |
| "step": 31000 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 4.6976038706704554e-05, | |
| "loss": 0.3692, | |
| "step": 31500 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 4.692803932109669e-05, | |
| "loss": 0.3656, | |
| "step": 32000 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 4.688003993548883e-05, | |
| "loss": 0.363, | |
| "step": 32500 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "learning_rate": 4.683204054988096e-05, | |
| "loss": 0.3603, | |
| "step": 33000 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "learning_rate": 4.67840411642731e-05, | |
| "loss": 0.3639, | |
| "step": 33500 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 4.673604177866523e-05, | |
| "loss": 0.3613, | |
| "step": 34000 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "learning_rate": 4.668804239305737e-05, | |
| "loss": 0.3605, | |
| "step": 34500 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 4.664004300744951e-05, | |
| "loss": 0.3561, | |
| "step": 35000 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "learning_rate": 4.6592043621841643e-05, | |
| "loss": 0.3601, | |
| "step": 35500 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "learning_rate": 4.654404423623378e-05, | |
| "loss": 0.3591, | |
| "step": 36000 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 4.6496044850625916e-05, | |
| "loss": 0.3537, | |
| "step": 36500 | |
| }, | |
| { | |
| "epoch": 0.71, | |
| "learning_rate": 4.644804546501805e-05, | |
| "loss": 0.3565, | |
| "step": 37000 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 4.640004607941019e-05, | |
| "loss": 0.3515, | |
| "step": 37500 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 4.635204669380232e-05, | |
| "loss": 0.3524, | |
| "step": 38000 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 4.630404730819446e-05, | |
| "loss": 0.3488, | |
| "step": 38500 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "learning_rate": 4.625604792258659e-05, | |
| "loss": 0.3506, | |
| "step": 39000 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 4.6208048536978726e-05, | |
| "loss": 0.3509, | |
| "step": 39500 | |
| }, | |
| { | |
| "epoch": 0.77, | |
| "learning_rate": 4.6160049151370865e-05, | |
| "loss": 0.3485, | |
| "step": 40000 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 4.6112049765763e-05, | |
| "loss": 0.3475, | |
| "step": 40500 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 4.606405038015514e-05, | |
| "loss": 0.3473, | |
| "step": 41000 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "learning_rate": 4.601605099454727e-05, | |
| "loss": 0.3495, | |
| "step": 41500 | |
| }, | |
| { | |
| "epoch": 0.81, | |
| "learning_rate": 4.59680516089394e-05, | |
| "loss": 0.345, | |
| "step": 42000 | |
| }, | |
| { | |
| "epoch": 0.82, | |
| "learning_rate": 4.592005222333154e-05, | |
| "loss": 0.3432, | |
| "step": 42500 | |
| }, | |
| { | |
| "epoch": 0.83, | |
| "learning_rate": 4.5872052837723675e-05, | |
| "loss": 0.341, | |
| "step": 43000 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "learning_rate": 4.5824053452115815e-05, | |
| "loss": 0.3449, | |
| "step": 43500 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "learning_rate": 4.577605406650795e-05, | |
| "loss": 0.3425, | |
| "step": 44000 | |
| }, | |
| { | |
| "epoch": 0.85, | |
| "learning_rate": 4.572805468090009e-05, | |
| "loss": 0.3418, | |
| "step": 44500 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 4.5680055295292226e-05, | |
| "loss": 0.3396, | |
| "step": 45000 | |
| }, | |
| { | |
| "epoch": 0.87, | |
| "learning_rate": 4.563205590968436e-05, | |
| "loss": 0.343, | |
| "step": 45500 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "learning_rate": 4.55840565240765e-05, | |
| "loss": 0.3408, | |
| "step": 46000 | |
| }, | |
| { | |
| "epoch": 0.89, | |
| "learning_rate": 4.553605713846863e-05, | |
| "loss": 0.3396, | |
| "step": 46500 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 4.5488057752860764e-05, | |
| "loss": 0.3372, | |
| "step": 47000 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "learning_rate": 4.5440058367252904e-05, | |
| "loss": 0.3387, | |
| "step": 47500 | |
| }, | |
| { | |
| "epoch": 0.92, | |
| "learning_rate": 4.5392058981645036e-05, | |
| "loss": 0.3379, | |
| "step": 48000 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "learning_rate": 4.5344059596037176e-05, | |
| "loss": 0.333, | |
| "step": 48500 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 4.529606021042931e-05, | |
| "loss": 0.3372, | |
| "step": 49000 | |
| }, | |
| { | |
| "epoch": 0.95, | |
| "learning_rate": 4.524806082482144e-05, | |
| "loss": 0.3333, | |
| "step": 49500 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "learning_rate": 4.520006143921358e-05, | |
| "loss": 0.3348, | |
| "step": 50000 | |
| }, | |
| { | |
| "epoch": 0.97, | |
| "learning_rate": 4.5152062053605714e-05, | |
| "loss": 0.3321, | |
| "step": 50500 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 4.510406266799785e-05, | |
| "loss": 0.3342, | |
| "step": 51000 | |
| }, | |
| { | |
| "epoch": 0.99, | |
| "learning_rate": 4.5056063282389986e-05, | |
| "loss": 0.3334, | |
| "step": 51500 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 4.500806389678212e-05, | |
| "loss": 0.3343, | |
| "step": 52000 | |
| }, | |
| { | |
| "epoch": 1.01, | |
| "learning_rate": 4.496006451117426e-05, | |
| "loss": 0.3306, | |
| "step": 52500 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 4.491206512556639e-05, | |
| "loss": 0.3316, | |
| "step": 53000 | |
| }, | |
| { | |
| "epoch": 1.03, | |
| "learning_rate": 4.486406573995853e-05, | |
| "loss": 0.3289, | |
| "step": 53500 | |
| }, | |
| { | |
| "epoch": 1.04, | |
| "learning_rate": 4.481606635435066e-05, | |
| "loss": 0.3277, | |
| "step": 54000 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 4.47680669687428e-05, | |
| "loss": 0.3288, | |
| "step": 54500 | |
| }, | |
| { | |
| "epoch": 1.06, | |
| "learning_rate": 4.472006758313494e-05, | |
| "loss": 0.3279, | |
| "step": 55000 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 4.4672068197527075e-05, | |
| "loss": 0.3273, | |
| "step": 55500 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "learning_rate": 4.4624068811919214e-05, | |
| "loss": 0.3288, | |
| "step": 56000 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "learning_rate": 4.457606942631135e-05, | |
| "loss": 0.3257, | |
| "step": 56500 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "learning_rate": 4.452807004070348e-05, | |
| "loss": 0.3273, | |
| "step": 57000 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 4.448007065509562e-05, | |
| "loss": 0.3269, | |
| "step": 57500 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 4.443207126948775e-05, | |
| "loss": 0.3246, | |
| "step": 58000 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "learning_rate": 4.438407188387989e-05, | |
| "loss": 0.3232, | |
| "step": 58500 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "learning_rate": 4.4336072498272024e-05, | |
| "loss": 0.3248, | |
| "step": 59000 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 4.428807311266416e-05, | |
| "loss": 0.3234, | |
| "step": 59500 | |
| }, | |
| { | |
| "epoch": 1.15, | |
| "learning_rate": 4.4240073727056297e-05, | |
| "loss": 0.3235, | |
| "step": 60000 | |
| }, | |
| { | |
| "epoch": 1.16, | |
| "learning_rate": 4.419207434144843e-05, | |
| "loss": 0.3232, | |
| "step": 60500 | |
| }, | |
| { | |
| "epoch": 1.17, | |
| "learning_rate": 4.414407495584057e-05, | |
| "loss": 0.3236, | |
| "step": 61000 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 4.40960755702327e-05, | |
| "loss": 0.3218, | |
| "step": 61500 | |
| }, | |
| { | |
| "epoch": 1.19, | |
| "learning_rate": 4.4048076184624834e-05, | |
| "loss": 0.3213, | |
| "step": 62000 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 4.4000076799016974e-05, | |
| "loss": 0.3185, | |
| "step": 62500 | |
| }, | |
| { | |
| "epoch": 1.21, | |
| "learning_rate": 4.3952077413409107e-05, | |
| "loss": 0.3204, | |
| "step": 63000 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 4.3904078027801246e-05, | |
| "loss": 0.3204, | |
| "step": 63500 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 4.3856078642193386e-05, | |
| "loss": 0.319, | |
| "step": 64000 | |
| }, | |
| { | |
| "epoch": 1.24, | |
| "learning_rate": 4.380807925658552e-05, | |
| "loss": 0.3193, | |
| "step": 64500 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 4.376007987097766e-05, | |
| "loss": 0.3193, | |
| "step": 65000 | |
| }, | |
| { | |
| "epoch": 1.26, | |
| "learning_rate": 4.371208048536979e-05, | |
| "loss": 0.3183, | |
| "step": 65500 | |
| }, | |
| { | |
| "epoch": 1.27, | |
| "learning_rate": 4.366408109976193e-05, | |
| "loss": 0.3175, | |
| "step": 66000 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 4.361608171415406e-05, | |
| "loss": 0.3154, | |
| "step": 66500 | |
| }, | |
| { | |
| "epoch": 1.29, | |
| "learning_rate": 4.3568082328546196e-05, | |
| "loss": 0.3154, | |
| "step": 67000 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "learning_rate": 4.3520082942938335e-05, | |
| "loss": 0.3164, | |
| "step": 67500 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "learning_rate": 4.347208355733047e-05, | |
| "loss": 0.3136, | |
| "step": 68000 | |
| }, | |
| { | |
| "epoch": 1.32, | |
| "learning_rate": 4.342408417172261e-05, | |
| "loss": 0.3172, | |
| "step": 68500 | |
| }, | |
| { | |
| "epoch": 1.32, | |
| "learning_rate": 4.337608478611474e-05, | |
| "loss": 0.3154, | |
| "step": 69000 | |
| }, | |
| { | |
| "epoch": 1.33, | |
| "learning_rate": 4.332808540050687e-05, | |
| "loss": 0.3145, | |
| "step": 69500 | |
| }, | |
| { | |
| "epoch": 1.34, | |
| "learning_rate": 4.328008601489901e-05, | |
| "loss": 0.3166, | |
| "step": 70000 | |
| }, | |
| { | |
| "epoch": 1.35, | |
| "learning_rate": 4.3232086629291145e-05, | |
| "loss": 0.3156, | |
| "step": 70500 | |
| }, | |
| { | |
| "epoch": 1.36, | |
| "learning_rate": 4.3184087243683285e-05, | |
| "loss": 0.3138, | |
| "step": 71000 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 4.313608785807542e-05, | |
| "loss": 0.3138, | |
| "step": 71500 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "learning_rate": 4.308808847246755e-05, | |
| "loss": 0.3139, | |
| "step": 72000 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "learning_rate": 4.304008908685969e-05, | |
| "loss": 0.3097, | |
| "step": 72500 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "learning_rate": 4.299208970125182e-05, | |
| "loss": 0.3126, | |
| "step": 73000 | |
| }, | |
| { | |
| "epoch": 1.41, | |
| "learning_rate": 4.294409031564396e-05, | |
| "loss": 0.312, | |
| "step": 73500 | |
| }, | |
| { | |
| "epoch": 1.42, | |
| "learning_rate": 4.28960909300361e-05, | |
| "loss": 0.3109, | |
| "step": 74000 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "learning_rate": 4.2848091544428234e-05, | |
| "loss": 0.3093, | |
| "step": 74500 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "learning_rate": 4.2800092158820374e-05, | |
| "loss": 0.3122, | |
| "step": 75000 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 4.2752092773212506e-05, | |
| "loss": 0.3118, | |
| "step": 75500 | |
| }, | |
| { | |
| "epoch": 1.46, | |
| "learning_rate": 4.2704093387604646e-05, | |
| "loss": 0.3106, | |
| "step": 76000 | |
| }, | |
| { | |
| "epoch": 1.47, | |
| "learning_rate": 4.265609400199678e-05, | |
| "loss": 0.3098, | |
| "step": 76500 | |
| }, | |
| { | |
| "epoch": 1.48, | |
| "learning_rate": 4.260809461638891e-05, | |
| "loss": 0.3096, | |
| "step": 77000 | |
| }, | |
| { | |
| "epoch": 1.49, | |
| "learning_rate": 4.256009523078105e-05, | |
| "loss": 0.3054, | |
| "step": 77500 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "learning_rate": 4.2512095845173184e-05, | |
| "loss": 0.3077, | |
| "step": 78000 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "learning_rate": 4.246409645956532e-05, | |
| "loss": 0.308, | |
| "step": 78500 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 4.2416097073957456e-05, | |
| "loss": 0.3059, | |
| "step": 79000 | |
| }, | |
| { | |
| "epoch": 1.53, | |
| "learning_rate": 4.236809768834959e-05, | |
| "loss": 0.3057, | |
| "step": 79500 | |
| }, | |
| { | |
| "epoch": 1.54, | |
| "learning_rate": 4.232009830274173e-05, | |
| "loss": 0.3083, | |
| "step": 80000 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "learning_rate": 4.227209891713386e-05, | |
| "loss": 0.3089, | |
| "step": 80500 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 4.2224099531525993e-05, | |
| "loss": 0.3069, | |
| "step": 81000 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 4.217610014591813e-05, | |
| "loss": 0.3052, | |
| "step": 81500 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "learning_rate": 4.2128100760310266e-05, | |
| "loss": 0.3073, | |
| "step": 82000 | |
| }, | |
| { | |
| "epoch": 1.58, | |
| "learning_rate": 4.2080101374702405e-05, | |
| "loss": 0.3044, | |
| "step": 82500 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "learning_rate": 4.203210198909454e-05, | |
| "loss": 0.3058, | |
| "step": 83000 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "learning_rate": 4.198410260348668e-05, | |
| "loss": 0.3072, | |
| "step": 83500 | |
| }, | |
| { | |
| "epoch": 1.61, | |
| "learning_rate": 4.193610321787882e-05, | |
| "loss": 0.3038, | |
| "step": 84000 | |
| }, | |
| { | |
| "epoch": 1.62, | |
| "learning_rate": 4.188810383227095e-05, | |
| "loss": 0.3028, | |
| "step": 84500 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "learning_rate": 4.184010444666309e-05, | |
| "loss": 0.3038, | |
| "step": 85000 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "learning_rate": 4.179210506105522e-05, | |
| "loss": 0.3041, | |
| "step": 85500 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 4.1744105675447355e-05, | |
| "loss": 0.3039, | |
| "step": 86000 | |
| }, | |
| { | |
| "epoch": 1.66, | |
| "learning_rate": 4.1696106289839494e-05, | |
| "loss": 0.2987, | |
| "step": 86500 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "learning_rate": 4.164810690423163e-05, | |
| "loss": 0.3023, | |
| "step": 87000 | |
| }, | |
| { | |
| "epoch": 1.68, | |
| "learning_rate": 4.1600107518623766e-05, | |
| "loss": 0.3011, | |
| "step": 87500 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "learning_rate": 4.15521081330159e-05, | |
| "loss": 0.3021, | |
| "step": 88000 | |
| }, | |
| { | |
| "epoch": 1.7, | |
| "learning_rate": 4.150410874740803e-05, | |
| "loss": 0.3022, | |
| "step": 88500 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "learning_rate": 4.145610936180017e-05, | |
| "loss": 0.3014, | |
| "step": 89000 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "learning_rate": 4.1408109976192304e-05, | |
| "loss": 0.3029, | |
| "step": 89500 | |
| }, | |
| { | |
| "epoch": 1.73, | |
| "learning_rate": 4.1360110590584444e-05, | |
| "loss": 0.3003, | |
| "step": 90000 | |
| }, | |
| { | |
| "epoch": 1.74, | |
| "learning_rate": 4.1312111204976576e-05, | |
| "loss": 0.2989, | |
| "step": 90500 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "learning_rate": 4.126411181936871e-05, | |
| "loss": 0.3008, | |
| "step": 91000 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "learning_rate": 4.121611243376085e-05, | |
| "loss": 0.3007, | |
| "step": 91500 | |
| }, | |
| { | |
| "epoch": 1.77, | |
| "learning_rate": 4.116811304815298e-05, | |
| "loss": 0.3003, | |
| "step": 92000 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "learning_rate": 4.112011366254512e-05, | |
| "loss": 0.3015, | |
| "step": 92500 | |
| }, | |
| { | |
| "epoch": 1.79, | |
| "learning_rate": 4.1072114276937254e-05, | |
| "loss": 0.2995, | |
| "step": 93000 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 4.102411489132939e-05, | |
| "loss": 0.2946, | |
| "step": 93500 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 4.097611550572153e-05, | |
| "loss": 0.2982, | |
| "step": 94000 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 4.0928116120113665e-05, | |
| "loss": 0.2993, | |
| "step": 94500 | |
| }, | |
| { | |
| "epoch": 1.82, | |
| "learning_rate": 4.0880116734505805e-05, | |
| "loss": 0.2957, | |
| "step": 95000 | |
| }, | |
| { | |
| "epoch": 1.83, | |
| "learning_rate": 4.083211734889794e-05, | |
| "loss": 0.3004, | |
| "step": 95500 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "learning_rate": 4.078411796329007e-05, | |
| "loss": 0.2954, | |
| "step": 96000 | |
| }, | |
| { | |
| "epoch": 1.85, | |
| "learning_rate": 4.073611857768221e-05, | |
| "loss": 0.298, | |
| "step": 96500 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "learning_rate": 4.068811919207434e-05, | |
| "loss": 0.2967, | |
| "step": 97000 | |
| }, | |
| { | |
| "epoch": 1.87, | |
| "learning_rate": 4.064011980646648e-05, | |
| "loss": 0.2974, | |
| "step": 97500 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "learning_rate": 4.0592120420858615e-05, | |
| "loss": 0.2968, | |
| "step": 98000 | |
| }, | |
| { | |
| "epoch": 1.89, | |
| "learning_rate": 4.054412103525075e-05, | |
| "loss": 0.297, | |
| "step": 98500 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 4.049612164964289e-05, | |
| "loss": 0.2933, | |
| "step": 99000 | |
| }, | |
| { | |
| "epoch": 1.91, | |
| "learning_rate": 4.044812226403502e-05, | |
| "loss": 0.2935, | |
| "step": 99500 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "learning_rate": 4.040012287842716e-05, | |
| "loss": 0.297, | |
| "step": 100000 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 4.035212349281929e-05, | |
| "loss": 0.2956, | |
| "step": 100500 | |
| }, | |
| { | |
| "epoch": 1.94, | |
| "learning_rate": 4.0304124107211425e-05, | |
| "loss": 0.2947, | |
| "step": 101000 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "learning_rate": 4.0256124721603564e-05, | |
| "loss": 0.2954, | |
| "step": 101500 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 4.02081253359957e-05, | |
| "loss": 0.2914, | |
| "step": 102000 | |
| }, | |
| { | |
| "epoch": 1.97, | |
| "learning_rate": 4.016012595038784e-05, | |
| "loss": 0.2936, | |
| "step": 102500 | |
| }, | |
| { | |
| "epoch": 1.98, | |
| "learning_rate": 4.011212656477997e-05, | |
| "loss": 0.2943, | |
| "step": 103000 | |
| }, | |
| { | |
| "epoch": 1.99, | |
| "learning_rate": 4.006412717917211e-05, | |
| "loss": 0.2929, | |
| "step": 103500 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 4.001612779356425e-05, | |
| "loss": 0.2946, | |
| "step": 104000 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 3.996812840795638e-05, | |
| "loss": 0.2911, | |
| "step": 104500 | |
| }, | |
| { | |
| "epoch": 2.02, | |
| "learning_rate": 3.992012902234852e-05, | |
| "loss": 0.2931, | |
| "step": 105000 | |
| }, | |
| { | |
| "epoch": 2.03, | |
| "learning_rate": 3.9872129636740653e-05, | |
| "loss": 0.2916, | |
| "step": 105500 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "learning_rate": 3.9824130251132786e-05, | |
| "loss": 0.2927, | |
| "step": 106000 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "learning_rate": 3.9776130865524926e-05, | |
| "loss": 0.2888, | |
| "step": 106500 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 3.972813147991706e-05, | |
| "loss": 0.2887, | |
| "step": 107000 | |
| }, | |
| { | |
| "epoch": 2.06, | |
| "learning_rate": 3.96801320943092e-05, | |
| "loss": 0.2892, | |
| "step": 107500 | |
| }, | |
| { | |
| "epoch": 2.07, | |
| "learning_rate": 3.963213270870133e-05, | |
| "loss": 0.2909, | |
| "step": 108000 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 3.958413332309346e-05, | |
| "loss": 0.2908, | |
| "step": 108500 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 3.95361339374856e-05, | |
| "loss": 0.2913, | |
| "step": 109000 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "learning_rate": 3.9488134551877736e-05, | |
| "loss": 0.2895, | |
| "step": 109500 | |
| }, | |
| { | |
| "epoch": 2.11, | |
| "learning_rate": 3.9440135166269875e-05, | |
| "loss": 0.2897, | |
| "step": 110000 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "learning_rate": 3.939213578066201e-05, | |
| "loss": 0.2895, | |
| "step": 110500 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "learning_rate": 3.934413639505414e-05, | |
| "loss": 0.2902, | |
| "step": 111000 | |
| }, | |
| { | |
| "epoch": 2.14, | |
| "learning_rate": 3.929613700944628e-05, | |
| "loss": 0.2894, | |
| "step": 111500 | |
| }, | |
| { | |
| "epoch": 2.15, | |
| "learning_rate": 3.924813762383841e-05, | |
| "loss": 0.289, | |
| "step": 112000 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 3.920013823823055e-05, | |
| "loss": 0.2871, | |
| "step": 112500 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 3.9152138852622685e-05, | |
| "loss": 0.287, | |
| "step": 113000 | |
| }, | |
| { | |
| "epoch": 2.18, | |
| "learning_rate": 3.9104139467014825e-05, | |
| "loss": 0.2886, | |
| "step": 113500 | |
| }, | |
| { | |
| "epoch": 2.19, | |
| "learning_rate": 3.9056140081406964e-05, | |
| "loss": 0.2862, | |
| "step": 114000 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "learning_rate": 3.90081406957991e-05, | |
| "loss": 0.2866, | |
| "step": 114500 | |
| }, | |
| { | |
| "epoch": 2.21, | |
| "learning_rate": 3.8960141310191236e-05, | |
| "loss": 0.2863, | |
| "step": 115000 | |
| }, | |
| { | |
| "epoch": 2.22, | |
| "learning_rate": 3.891214192458337e-05, | |
| "loss": 0.289, | |
| "step": 115500 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "learning_rate": 3.88641425389755e-05, | |
| "loss": 0.2866, | |
| "step": 116000 | |
| }, | |
| { | |
| "epoch": 2.24, | |
| "learning_rate": 3.881614315336764e-05, | |
| "loss": 0.2867, | |
| "step": 116500 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 3.8768143767759774e-05, | |
| "loss": 0.289, | |
| "step": 117000 | |
| }, | |
| { | |
| "epoch": 2.26, | |
| "learning_rate": 3.8720144382151914e-05, | |
| "loss": 0.2859, | |
| "step": 117500 | |
| }, | |
| { | |
| "epoch": 2.27, | |
| "learning_rate": 3.8672144996544046e-05, | |
| "loss": 0.2846, | |
| "step": 118000 | |
| }, | |
| { | |
| "epoch": 2.28, | |
| "learning_rate": 3.862414561093618e-05, | |
| "loss": 0.2873, | |
| "step": 118500 | |
| }, | |
| { | |
| "epoch": 2.28, | |
| "learning_rate": 3.857614622532832e-05, | |
| "loss": 0.2877, | |
| "step": 119000 | |
| }, | |
| { | |
| "epoch": 2.29, | |
| "learning_rate": 3.852814683972045e-05, | |
| "loss": 0.2875, | |
| "step": 119500 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 3.848014745411259e-05, | |
| "loss": 0.2838, | |
| "step": 120000 | |
| }, | |
| { | |
| "epoch": 2.31, | |
| "learning_rate": 3.8432148068504724e-05, | |
| "loss": 0.2835, | |
| "step": 120500 | |
| }, | |
| { | |
| "epoch": 2.32, | |
| "learning_rate": 3.8384148682896856e-05, | |
| "loss": 0.2865, | |
| "step": 121000 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 3.8336149297288996e-05, | |
| "loss": 0.2835, | |
| "step": 121500 | |
| }, | |
| { | |
| "epoch": 2.34, | |
| "learning_rate": 3.828814991168113e-05, | |
| "loss": 0.2863, | |
| "step": 122000 | |
| }, | |
| { | |
| "epoch": 2.35, | |
| "learning_rate": 3.824015052607327e-05, | |
| "loss": 0.2867, | |
| "step": 122500 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "learning_rate": 3.819215114046541e-05, | |
| "loss": 0.2845, | |
| "step": 123000 | |
| }, | |
| { | |
| "epoch": 2.37, | |
| "learning_rate": 3.814415175485754e-05, | |
| "loss": 0.2851, | |
| "step": 123500 | |
| }, | |
| { | |
| "epoch": 2.38, | |
| "learning_rate": 3.809615236924968e-05, | |
| "loss": 0.2826, | |
| "step": 124000 | |
| }, | |
| { | |
| "epoch": 2.39, | |
| "learning_rate": 3.804815298364181e-05, | |
| "loss": 0.2842, | |
| "step": 124500 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 3.800015359803395e-05, | |
| "loss": 0.2843, | |
| "step": 125000 | |
| }, | |
| { | |
| "epoch": 2.41, | |
| "learning_rate": 3.7952154212426085e-05, | |
| "loss": 0.2828, | |
| "step": 125500 | |
| }, | |
| { | |
| "epoch": 2.42, | |
| "learning_rate": 3.790415482681822e-05, | |
| "loss": 0.2832, | |
| "step": 126000 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "learning_rate": 3.785615544121036e-05, | |
| "loss": 0.2842, | |
| "step": 126500 | |
| }, | |
| { | |
| "epoch": 2.44, | |
| "learning_rate": 3.780815605560249e-05, | |
| "loss": 0.2821, | |
| "step": 127000 | |
| }, | |
| { | |
| "epoch": 2.45, | |
| "learning_rate": 3.776015666999463e-05, | |
| "loss": 0.2818, | |
| "step": 127500 | |
| }, | |
| { | |
| "epoch": 2.46, | |
| "learning_rate": 3.771215728438676e-05, | |
| "loss": 0.2824, | |
| "step": 128000 | |
| }, | |
| { | |
| "epoch": 2.47, | |
| "learning_rate": 3.7664157898778895e-05, | |
| "loss": 0.2812, | |
| "step": 128500 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "learning_rate": 3.7616158513171034e-05, | |
| "loss": 0.2836, | |
| "step": 129000 | |
| }, | |
| { | |
| "epoch": 2.49, | |
| "learning_rate": 3.756815912756317e-05, | |
| "loss": 0.2776, | |
| "step": 129500 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 3.7520159741955307e-05, | |
| "loss": 0.2836, | |
| "step": 130000 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "learning_rate": 3.747216035634744e-05, | |
| "loss": 0.2813, | |
| "step": 130500 | |
| }, | |
| { | |
| "epoch": 2.52, | |
| "learning_rate": 3.742416097073957e-05, | |
| "loss": 0.2803, | |
| "step": 131000 | |
| }, | |
| { | |
| "epoch": 2.52, | |
| "learning_rate": 3.737616158513171e-05, | |
| "loss": 0.2819, | |
| "step": 131500 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "learning_rate": 3.7328162199523844e-05, | |
| "loss": 0.2785, | |
| "step": 132000 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "learning_rate": 3.7280162813915984e-05, | |
| "loss": 0.2821, | |
| "step": 132500 | |
| }, | |
| { | |
| "epoch": 2.55, | |
| "learning_rate": 3.723216342830812e-05, | |
| "loss": 0.2815, | |
| "step": 133000 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "learning_rate": 3.7184164042700256e-05, | |
| "loss": 0.2794, | |
| "step": 133500 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 3.7136164657092396e-05, | |
| "loss": 0.281, | |
| "step": 134000 | |
| }, | |
| { | |
| "epoch": 2.58, | |
| "learning_rate": 3.708816527148453e-05, | |
| "loss": 0.2801, | |
| "step": 134500 | |
| }, | |
| { | |
| "epoch": 2.59, | |
| "learning_rate": 3.704016588587666e-05, | |
| "loss": 0.282, | |
| "step": 135000 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "learning_rate": 3.69921665002688e-05, | |
| "loss": 0.2813, | |
| "step": 135500 | |
| }, | |
| { | |
| "epoch": 2.61, | |
| "learning_rate": 3.694416711466093e-05, | |
| "loss": 0.2779, | |
| "step": 136000 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 3.689616772905307e-05, | |
| "loss": 0.2788, | |
| "step": 136500 | |
| }, | |
| { | |
| "epoch": 2.63, | |
| "learning_rate": 3.6848168343445205e-05, | |
| "loss": 0.2828, | |
| "step": 137000 | |
| }, | |
| { | |
| "epoch": 2.64, | |
| "learning_rate": 3.680016895783734e-05, | |
| "loss": 0.279, | |
| "step": 137500 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 3.675216957222948e-05, | |
| "loss": 0.2767, | |
| "step": 138000 | |
| }, | |
| { | |
| "epoch": 2.66, | |
| "learning_rate": 3.670417018662161e-05, | |
| "loss": 0.2773, | |
| "step": 138500 | |
| }, | |
| { | |
| "epoch": 2.67, | |
| "learning_rate": 3.665617080101375e-05, | |
| "loss": 0.2789, | |
| "step": 139000 | |
| }, | |
| { | |
| "epoch": 2.68, | |
| "learning_rate": 3.660817141540588e-05, | |
| "loss": 0.281, | |
| "step": 139500 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 3.6560172029798015e-05, | |
| "loss": 0.2795, | |
| "step": 140000 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 3.6512172644190155e-05, | |
| "loss": 0.2772, | |
| "step": 140500 | |
| }, | |
| { | |
| "epoch": 2.71, | |
| "learning_rate": 3.646417325858229e-05, | |
| "loss": 0.2779, | |
| "step": 141000 | |
| }, | |
| { | |
| "epoch": 2.72, | |
| "learning_rate": 3.641617387297443e-05, | |
| "loss": 0.2818, | |
| "step": 141500 | |
| }, | |
| { | |
| "epoch": 2.73, | |
| "learning_rate": 3.636817448736656e-05, | |
| "loss": 0.2807, | |
| "step": 142000 | |
| }, | |
| { | |
| "epoch": 2.74, | |
| "learning_rate": 3.63201751017587e-05, | |
| "loss": 0.2786, | |
| "step": 142500 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 3.627217571615084e-05, | |
| "loss": 0.2776, | |
| "step": 143000 | |
| }, | |
| { | |
| "epoch": 2.76, | |
| "learning_rate": 3.622417633054297e-05, | |
| "loss": 0.2782, | |
| "step": 143500 | |
| }, | |
| { | |
| "epoch": 2.76, | |
| "learning_rate": 3.617617694493511e-05, | |
| "loss": 0.2767, | |
| "step": 144000 | |
| }, | |
| { | |
| "epoch": 2.77, | |
| "learning_rate": 3.6128177559327244e-05, | |
| "loss": 0.2773, | |
| "step": 144500 | |
| }, | |
| { | |
| "epoch": 2.78, | |
| "learning_rate": 3.608017817371938e-05, | |
| "loss": 0.2798, | |
| "step": 145000 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "learning_rate": 3.6032178788111516e-05, | |
| "loss": 0.2789, | |
| "step": 145500 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "learning_rate": 3.598417940250365e-05, | |
| "loss": 0.2725, | |
| "step": 146000 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "learning_rate": 3.593618001689579e-05, | |
| "loss": 0.2765, | |
| "step": 146500 | |
| }, | |
| { | |
| "epoch": 2.82, | |
| "learning_rate": 3.588818063128792e-05, | |
| "loss": 0.2764, | |
| "step": 147000 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 3.5840181245680054e-05, | |
| "loss": 0.2748, | |
| "step": 147500 | |
| }, | |
| { | |
| "epoch": 2.84, | |
| "learning_rate": 3.5792181860072193e-05, | |
| "loss": 0.2764, | |
| "step": 148000 | |
| }, | |
| { | |
| "epoch": 2.85, | |
| "learning_rate": 3.5744182474464326e-05, | |
| "loss": 0.2753, | |
| "step": 148500 | |
| }, | |
| { | |
| "epoch": 2.86, | |
| "learning_rate": 3.5696183088856466e-05, | |
| "loss": 0.278, | |
| "step": 149000 | |
| }, | |
| { | |
| "epoch": 2.87, | |
| "learning_rate": 3.56481837032486e-05, | |
| "loss": 0.2757, | |
| "step": 149500 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 3.560018431764073e-05, | |
| "loss": 0.277, | |
| "step": 150000 | |
| }, | |
| { | |
| "epoch": 2.89, | |
| "learning_rate": 3.555218493203287e-05, | |
| "loss": 0.2774, | |
| "step": 150500 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "learning_rate": 3.5504185546425003e-05, | |
| "loss": 0.2765, | |
| "step": 151000 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "learning_rate": 3.545618616081714e-05, | |
| "loss": 0.2783, | |
| "step": 151500 | |
| }, | |
| { | |
| "epoch": 2.92, | |
| "learning_rate": 3.5408186775209276e-05, | |
| "loss": 0.2764, | |
| "step": 152000 | |
| }, | |
| { | |
| "epoch": 2.93, | |
| "learning_rate": 3.5360187389601415e-05, | |
| "loss": 0.2756, | |
| "step": 152500 | |
| }, | |
| { | |
| "epoch": 2.94, | |
| "learning_rate": 3.5312188003993555e-05, | |
| "loss": 0.2783, | |
| "step": 153000 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "learning_rate": 3.526418861838569e-05, | |
| "loss": 0.2748, | |
| "step": 153500 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "learning_rate": 3.521618923277783e-05, | |
| "loss": 0.2741, | |
| "step": 154000 | |
| }, | |
| { | |
| "epoch": 2.97, | |
| "learning_rate": 3.516818984716996e-05, | |
| "loss": 0.273, | |
| "step": 154500 | |
| }, | |
| { | |
| "epoch": 2.98, | |
| "learning_rate": 3.512019046156209e-05, | |
| "loss": 0.2719, | |
| "step": 155000 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "learning_rate": 3.507219107595423e-05, | |
| "loss": 0.2726, | |
| "step": 155500 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 3.5024191690346365e-05, | |
| "loss": 0.2718, | |
| "step": 156000 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 3.4976192304738504e-05, | |
| "loss": 0.2729, | |
| "step": 156500 | |
| }, | |
| { | |
| "epoch": 3.01, | |
| "learning_rate": 3.492819291913064e-05, | |
| "loss": 0.2712, | |
| "step": 157000 | |
| }, | |
| { | |
| "epoch": 3.02, | |
| "learning_rate": 3.488019353352277e-05, | |
| "loss": 0.2742, | |
| "step": 157500 | |
| }, | |
| { | |
| "epoch": 3.03, | |
| "learning_rate": 3.483219414791491e-05, | |
| "loss": 0.2721, | |
| "step": 158000 | |
| }, | |
| { | |
| "epoch": 3.04, | |
| "learning_rate": 3.478419476230704e-05, | |
| "loss": 0.2731, | |
| "step": 158500 | |
| }, | |
| { | |
| "epoch": 3.05, | |
| "learning_rate": 3.473619537669918e-05, | |
| "loss": 0.2718, | |
| "step": 159000 | |
| }, | |
| { | |
| "epoch": 3.06, | |
| "learning_rate": 3.4688195991091314e-05, | |
| "loss": 0.2762, | |
| "step": 159500 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "learning_rate": 3.464019660548345e-05, | |
| "loss": 0.2748, | |
| "step": 160000 | |
| }, | |
| { | |
| "epoch": 3.08, | |
| "learning_rate": 3.4592197219875586e-05, | |
| "loss": 0.2726, | |
| "step": 160500 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "learning_rate": 3.454419783426772e-05, | |
| "loss": 0.2729, | |
| "step": 161000 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "learning_rate": 3.449619844865986e-05, | |
| "loss": 0.2754, | |
| "step": 161500 | |
| }, | |
| { | |
| "epoch": 3.11, | |
| "learning_rate": 3.444819906305199e-05, | |
| "loss": 0.2734, | |
| "step": 162000 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "learning_rate": 3.440019967744413e-05, | |
| "loss": 0.273, | |
| "step": 162500 | |
| }, | |
| { | |
| "epoch": 3.13, | |
| "learning_rate": 3.435220029183627e-05, | |
| "loss": 0.2708, | |
| "step": 163000 | |
| }, | |
| { | |
| "epoch": 3.14, | |
| "learning_rate": 3.43042009062284e-05, | |
| "loss": 0.2713, | |
| "step": 163500 | |
| }, | |
| { | |
| "epoch": 3.15, | |
| "learning_rate": 3.425620152062054e-05, | |
| "loss": 0.2714, | |
| "step": 164000 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "learning_rate": 3.4208202135012675e-05, | |
| "loss": 0.2731, | |
| "step": 164500 | |
| }, | |
| { | |
| "epoch": 3.17, | |
| "learning_rate": 3.416020274940481e-05, | |
| "loss": 0.2696, | |
| "step": 165000 | |
| }, | |
| { | |
| "epoch": 3.18, | |
| "learning_rate": 3.411220336379695e-05, | |
| "loss": 0.2721, | |
| "step": 165500 | |
| }, | |
| { | |
| "epoch": 3.19, | |
| "learning_rate": 3.406420397818908e-05, | |
| "loss": 0.2731, | |
| "step": 166000 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "learning_rate": 3.401620459258122e-05, | |
| "loss": 0.2694, | |
| "step": 166500 | |
| }, | |
| { | |
| "epoch": 3.21, | |
| "learning_rate": 3.396820520697335e-05, | |
| "loss": 0.2717, | |
| "step": 167000 | |
| }, | |
| { | |
| "epoch": 3.22, | |
| "learning_rate": 3.3920205821365485e-05, | |
| "loss": 0.2703, | |
| "step": 167500 | |
| }, | |
| { | |
| "epoch": 3.23, | |
| "learning_rate": 3.3872206435757625e-05, | |
| "loss": 0.2707, | |
| "step": 168000 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "learning_rate": 3.382420705014976e-05, | |
| "loss": 0.2709, | |
| "step": 168500 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "learning_rate": 3.37762076645419e-05, | |
| "loss": 0.2702, | |
| "step": 169000 | |
| }, | |
| { | |
| "epoch": 3.25, | |
| "learning_rate": 3.372820827893403e-05, | |
| "loss": 0.2691, | |
| "step": 169500 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "learning_rate": 3.368020889332616e-05, | |
| "loss": 0.2693, | |
| "step": 170000 | |
| }, | |
| { | |
| "epoch": 3.27, | |
| "learning_rate": 3.36322095077183e-05, | |
| "loss": 0.2704, | |
| "step": 170500 | |
| }, | |
| { | |
| "epoch": 3.28, | |
| "learning_rate": 3.3584210122110435e-05, | |
| "loss": 0.2726, | |
| "step": 171000 | |
| }, | |
| { | |
| "epoch": 3.29, | |
| "learning_rate": 3.3536210736502574e-05, | |
| "loss": 0.2679, | |
| "step": 171500 | |
| }, | |
| { | |
| "epoch": 3.3, | |
| "learning_rate": 3.348821135089471e-05, | |
| "loss": 0.2683, | |
| "step": 172000 | |
| }, | |
| { | |
| "epoch": 3.31, | |
| "learning_rate": 3.3440211965286847e-05, | |
| "loss": 0.2699, | |
| "step": 172500 | |
| }, | |
| { | |
| "epoch": 3.32, | |
| "learning_rate": 3.3392212579678986e-05, | |
| "loss": 0.2686, | |
| "step": 173000 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "learning_rate": 3.334421319407112e-05, | |
| "loss": 0.2695, | |
| "step": 173500 | |
| }, | |
| { | |
| "epoch": 3.34, | |
| "learning_rate": 3.329621380846326e-05, | |
| "loss": 0.2686, | |
| "step": 174000 | |
| }, | |
| { | |
| "epoch": 3.35, | |
| "learning_rate": 3.324821442285539e-05, | |
| "loss": 0.2673, | |
| "step": 174500 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "learning_rate": 3.3200215037247524e-05, | |
| "loss": 0.2682, | |
| "step": 175000 | |
| }, | |
| { | |
| "epoch": 3.37, | |
| "learning_rate": 3.315221565163966e-05, | |
| "loss": 0.2703, | |
| "step": 175500 | |
| }, | |
| { | |
| "epoch": 3.38, | |
| "learning_rate": 3.3104216266031796e-05, | |
| "loss": 0.267, | |
| "step": 176000 | |
| }, | |
| { | |
| "epoch": 3.39, | |
| "learning_rate": 3.3056216880423936e-05, | |
| "loss": 0.2674, | |
| "step": 176500 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "learning_rate": 3.300821749481607e-05, | |
| "loss": 0.2679, | |
| "step": 177000 | |
| }, | |
| { | |
| "epoch": 3.41, | |
| "learning_rate": 3.29602181092082e-05, | |
| "loss": 0.2679, | |
| "step": 177500 | |
| }, | |
| { | |
| "epoch": 3.42, | |
| "learning_rate": 3.291221872360034e-05, | |
| "loss": 0.2641, | |
| "step": 178000 | |
| }, | |
| { | |
| "epoch": 3.43, | |
| "learning_rate": 3.286421933799247e-05, | |
| "loss": 0.2666, | |
| "step": 178500 | |
| }, | |
| { | |
| "epoch": 3.44, | |
| "learning_rate": 3.281621995238461e-05, | |
| "loss": 0.2682, | |
| "step": 179000 | |
| }, | |
| { | |
| "epoch": 3.45, | |
| "learning_rate": 3.2768220566776746e-05, | |
| "loss": 0.2672, | |
| "step": 179500 | |
| }, | |
| { | |
| "epoch": 3.46, | |
| "learning_rate": 3.272022118116888e-05, | |
| "loss": 0.2659, | |
| "step": 180000 | |
| }, | |
| { | |
| "epoch": 3.47, | |
| "learning_rate": 3.267222179556102e-05, | |
| "loss": 0.2648, | |
| "step": 180500 | |
| }, | |
| { | |
| "epoch": 3.48, | |
| "learning_rate": 3.262422240995315e-05, | |
| "loss": 0.2683, | |
| "step": 181000 | |
| }, | |
| { | |
| "epoch": 3.48, | |
| "learning_rate": 3.257622302434529e-05, | |
| "loss": 0.2669, | |
| "step": 181500 | |
| }, | |
| { | |
| "epoch": 3.49, | |
| "learning_rate": 3.252822363873743e-05, | |
| "loss": 0.2667, | |
| "step": 182000 | |
| }, | |
| { | |
| "epoch": 3.5, | |
| "learning_rate": 3.248022425312956e-05, | |
| "loss": 0.2676, | |
| "step": 182500 | |
| }, | |
| { | |
| "epoch": 3.51, | |
| "learning_rate": 3.24322248675217e-05, | |
| "loss": 0.2657, | |
| "step": 183000 | |
| }, | |
| { | |
| "epoch": 3.52, | |
| "learning_rate": 3.2384225481913835e-05, | |
| "loss": 0.2663, | |
| "step": 183500 | |
| }, | |
| { | |
| "epoch": 3.53, | |
| "learning_rate": 3.2336226096305974e-05, | |
| "loss": 0.2664, | |
| "step": 184000 | |
| }, | |
| { | |
| "epoch": 3.54, | |
| "learning_rate": 3.228822671069811e-05, | |
| "loss": 0.2642, | |
| "step": 184500 | |
| }, | |
| { | |
| "epoch": 3.55, | |
| "learning_rate": 3.224022732509024e-05, | |
| "loss": 0.2674, | |
| "step": 185000 | |
| }, | |
| { | |
| "epoch": 3.56, | |
| "learning_rate": 3.219222793948238e-05, | |
| "loss": 0.2662, | |
| "step": 185500 | |
| }, | |
| { | |
| "epoch": 3.57, | |
| "learning_rate": 3.214422855387451e-05, | |
| "loss": 0.2657, | |
| "step": 186000 | |
| }, | |
| { | |
| "epoch": 3.58, | |
| "learning_rate": 3.209622916826665e-05, | |
| "loss": 0.2633, | |
| "step": 186500 | |
| }, | |
| { | |
| "epoch": 3.59, | |
| "learning_rate": 3.2048229782658784e-05, | |
| "loss": 0.2661, | |
| "step": 187000 | |
| }, | |
| { | |
| "epoch": 3.6, | |
| "learning_rate": 3.200023039705092e-05, | |
| "loss": 0.2672, | |
| "step": 187500 | |
| }, | |
| { | |
| "epoch": 3.61, | |
| "learning_rate": 3.1952231011443056e-05, | |
| "loss": 0.2661, | |
| "step": 188000 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "learning_rate": 3.190423162583519e-05, | |
| "loss": 0.2672, | |
| "step": 188500 | |
| }, | |
| { | |
| "epoch": 3.63, | |
| "learning_rate": 3.185623224022732e-05, | |
| "loss": 0.263, | |
| "step": 189000 | |
| }, | |
| { | |
| "epoch": 3.64, | |
| "learning_rate": 3.180823285461946e-05, | |
| "loss": 0.267, | |
| "step": 189500 | |
| }, | |
| { | |
| "epoch": 3.65, | |
| "learning_rate": 3.1760233469011594e-05, | |
| "loss": 0.2624, | |
| "step": 190000 | |
| } | |
| ], | |
| "max_steps": 520840, | |
| "num_train_epochs": 10, | |
| "total_flos": 1.929376694335058e+18, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |