Gaussian 512 fine-tuned PAWS-X es with acc 0.8965
Browse files- all_results.json +14 -0
- config.json +29 -0
- eval_results.json +9 -0
- merges.txt +0 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- train_results.json +8 -0
- trainer_state.json +205 -0
- training_args.bin +3 -0
- vocab.json +0 -0
all_results.json
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{
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"epoch": 5.0,
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"eval_accuracy": 0.8965,
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"eval_loss": 0.5265980958938599,
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"eval_runtime": 21.0936,
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"eval_samples": 2000,
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"eval_samples_per_second": 94.815,
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"eval_steps_per_second": 5.926,
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"train_loss": 0.1811776852978326,
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"train_runtime": 8418.9007,
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"train_samples": 49401,
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"train_samples_per_second": 29.339,
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"train_steps_per_second": 1.834
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}
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config.json
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{
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"_name_or_path": "bertin-project/bertin-base-gaussian-exp-512seqlen",
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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| 7 |
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"bos_token_id": 0,
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"eos_token_id": 2,
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"finetuning_task": "paws-x",
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.9.0.dev0",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50265
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}
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eval_results.json
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{
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"epoch": 5.0,
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"eval_accuracy": 0.8965,
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"eval_loss": 0.5265980958938599,
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"eval_runtime": 21.0936,
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"eval_samples": 2000,
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"eval_samples_per_second": 94.815,
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"eval_steps_per_second": 5.926
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}
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merges.txt
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The diff for this file is too large to render.
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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:f33890dc060a5e2908bbd3d4fe506d7ddc8194086f80f92d841e8c985f6f7b73
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size 498674093
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special_tokens_map.json
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{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
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tokenizer.json
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tokenizer_config.json
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{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": "<mask>", "special_tokens_map_file": null, "name_or_path": "bertin-project/bertin-base-gaussian-exp-512seqlen", "tokenizer_class": "RobertaTokenizer"}
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train_results.json
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{
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"train_runtime": 8418.9007,
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"train_samples_per_second": 29.339,
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"train_steps_per_second": 1.834
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}
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trainer_state.json
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|
| 180 |
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|
| 181 |
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| 182 |
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"step": 14500
|
| 183 |
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},
|
| 184 |
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{
|
| 185 |
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"epoch": 4.86,
|
| 186 |
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"learning_rate": 1.4248704663212437e-06,
|
| 187 |
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"loss": 0.075,
|
| 188 |
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"step": 15000
|
| 189 |
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},
|
| 190 |
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{
|
| 191 |
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"epoch": 5.0,
|
| 192 |
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"step": 15440,
|
| 193 |
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"total_flos": 6.49897462291968e+16,
|
| 194 |
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"train_loss": 0.1811776852978326,
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| 195 |
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| 196 |
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|
| 197 |
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| 198 |
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}
|
| 199 |
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],
|
| 200 |
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|
| 201 |
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"num_train_epochs": 5,
|
| 202 |
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"total_flos": 6.49897462291968e+16,
|
| 203 |
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"trial_name": null,
|
| 204 |
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"trial_params": null
|
| 205 |
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}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:576eca8f4ddd686c360a049868136f08fcaf73a619b5fc176fba347c70891c2e
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| 3 |
+
size 2735
|
vocab.json
ADDED
|
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|
|
|