Commit ·
ee9b26c
1
Parent(s): 0139fd8
Version of the model as reported in MODELS'24 paper about ModelMate
Browse files- added_tokens.json +7 -0
- config.json +33 -0
- merges.txt +0 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scaler.pt +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +30 -0
- tokenizer.json +0 -0
- tokenizer_config.json +41 -0
- trainer_state.json +86 -0
- training_args.bin +3 -0
- vocab.json +0 -0
added_tokens.json
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{
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"</s>": 32769,
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"<EOL>": 32772,
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"<URIPRE>": 32771,
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"<s>": 32768,
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"<unk>": 32770
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}
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config.json
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{
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"_name_or_path": "codeparrot/codeparrot-small-multi",
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"activation_function": "gelu_fast",
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"architectures": [
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"GPT2LMHeadModel"
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],
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"attn_pdrop": 0.1,
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"bos_token_id": 50256,
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"embd_pdrop": 0.1,
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"eos_token_id": 50256,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_embd": 768,
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"n_head": 12,
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"n_inner": 3072,
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"n_layer": 12,
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"n_positions": 1024,
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"reorder_and_upcast_attn": false,
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"resid_pdrop": 0.1,
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"scale_attn_by_inverse_layer_idx": false,
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"scale_attn_weights": true,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"tokenizer_class": "GPT2TokenizerFast",
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"torch_dtype": "float32",
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"transformers_version": "4.25.1",
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"use_cache": true,
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"vocab_size": 32773
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}
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merges.txt
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:fc8de36b9b0fcd3d2f83e75ac9194d59297fce97c03e18d98a9e52cd379dc33e
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size 888183493
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:b473f848a2fbdf5b2679eea9852b35957a246f0feb84186f9bf0f7b04f5034a6
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size 456687165
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:5bbc51f310b948dc0795f50be6140cdd17b8b5f45d66dad7c8d92f90f5eed816
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size 15597
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scaler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:27ec07a12731ae6f9765d05fe7c8495505f1d0f90b4cc6255a0853fec3970808
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size 557
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e0ebdb05c79a4eb141f2d1c33ec8d5353ac5a8a41d72da20623877e35572bc70
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size 627
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special_tokens_map.json
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{
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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}
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}
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tokenizer.json
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tokenizer_config.json
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{
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"add_bos_token": false,
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"add_prefix_space": false,
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"bos_token": {
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"__type": "AddedToken",
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"__type": "AddedToken",
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"errors": "replace",
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"model_max_length": 1000000000000000019884624838656,
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"name_or_path": "codeparrot/codeparrot-small-multi",
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"pad_token": {
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"__type": "AddedToken",
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"special_tokens_map_file": null,
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"tokenizer_class": "GPT2Tokenizer",
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"unk_token": {
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"__type": "AddedToken",
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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}
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}
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trainer_state.json
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{
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"best_metric": 0.8726145625114441,
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"best_model_checkpoint": "runs/codeparrot/codeparrot-small-multi-ecore_line-512/checkpoint-800",
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"epoch": 4.998829496683574,
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"global_step": 800,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 1.0,
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"learning_rate": 4.5e-05,
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"loss": 1.0255,
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"step": 160
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},
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{
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"epoch": 1.0,
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"eval_loss": 0.9181002378463745,
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"eval_runtime": 18.9044,
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"eval_samples_per_second": 78.923,
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"eval_steps_per_second": 19.731,
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"step": 160
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},
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{
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"epoch": 2.0,
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"learning_rate": 4e-05,
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"loss": 0.8865,
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"step": 320
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},
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{
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"epoch": 2.0,
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"eval_loss": 0.8927440643310547,
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"eval_runtime": 18.8288,
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"eval_samples_per_second": 79.24,
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"eval_steps_per_second": 19.81,
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"step": 320
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},
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{
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"epoch": 3.0,
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"learning_rate": 3.5e-05,
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"loss": 0.8313,
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"step": 480
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},
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{
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"epoch": 3.0,
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"eval_loss": 0.8809273838996887,
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"eval_runtime": 18.7583,
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"eval_samples_per_second": 79.538,
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"eval_steps_per_second": 19.885,
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"step": 480
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},
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{
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"epoch": 4.0,
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"learning_rate": 3e-05,
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"loss": 0.7884,
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"step": 640
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},
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{
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"epoch": 4.0,
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"eval_loss": 0.8755712509155273,
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"eval_runtime": 19.3412,
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"eval_samples_per_second": 77.141,
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"eval_steps_per_second": 19.285,
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"step": 640
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},
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{
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"epoch": 5.0,
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"learning_rate": 2.5e-05,
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"loss": 0.7539,
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"step": 800
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},
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{
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"epoch": 5.0,
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"eval_loss": 0.8726145625114441,
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"eval_runtime": 18.9056,
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"eval_samples_per_second": 78.918,
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"eval_steps_per_second": 19.73,
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"step": 800
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}
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],
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"max_steps": 1600,
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"num_train_epochs": 10,
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"total_flos": 1.339121664e+16,
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"trial_name": null,
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"trial_params": null
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:d5b97c2b82d758fd696ead9148467e62f2996197912ae145ee3f160b119fd8e9
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size 3451
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vocab.json
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The diff for this file is too large to render.
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