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Browse files- training_checkpoints/checkpoint-3853/README.md +21 -0
- training_checkpoints/checkpoint-3853/adapter_config.json +26 -0
- training_checkpoints/checkpoint-3853/adapter_model.safetensors +3 -0
- training_checkpoints/checkpoint-3853/optimizer.pt +3 -0
- training_checkpoints/checkpoint-3853/rng_state.pth +3 -0
- training_checkpoints/checkpoint-3853/scheduler.pt +3 -0
- training_checkpoints/checkpoint-3853/special_tokens_map.json +30 -0
- training_checkpoints/checkpoint-3853/tokenizer.json +0 -0
- training_checkpoints/checkpoint-3853/tokenizer.model +3 -0
- training_checkpoints/checkpoint-3853/tokenizer_config.json +40 -0
- training_checkpoints/checkpoint-3853/trainer_state.json +193 -0
- training_checkpoints/checkpoint-3853/training_args.bin +3 -0
training_checkpoints/checkpoint-3853/README.md
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---
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library_name: peft
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---
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## Training procedure
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The following `bitsandbytes` quantization config was used during training:
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- quant_method: bitsandbytes
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- load_in_8bit: False
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- load_in_4bit: True
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- llm_int8_threshold: 6.0
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- llm_int8_skip_modules: None
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- llm_int8_enable_fp32_cpu_offload: False
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- llm_int8_has_fp16_weight: False
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- bnb_4bit_quant_type: nf4
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- bnb_4bit_use_double_quant: True
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- bnb_4bit_compute_dtype: bfloat16
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### Framework versions
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- PEFT 0.4.0
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training_checkpoints/checkpoint-3853/adapter_config.json
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{
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"auto_mapping": null,
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"base_model_name_or_path": "TinyLlama/TinyLlama-1.1B-Chat-v1.0",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layers_pattern": null,
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"layers_to_transform": null,
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"lora_alpha": 64,
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"lora_dropout": 0.1,
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 16,
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"revision": null,
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"target_modules": [
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"k_proj",
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"down_proj",
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"o_proj",
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"gate_proj",
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"q_proj",
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"v_proj",
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"up_proj"
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],
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"task_type": "SEQ_CLS"
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}
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training_checkpoints/checkpoint-3853/adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:0e41df055a3488f410913c0eaf53c2c351d793fb7ad0f4403b248e55343164a4
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size 50626520
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training_checkpoints/checkpoint-3853/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:0d27b8d3c25b923f18179aa2311ff76190e3cca2268908d457ad660899ce6e29
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size 101430714
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training_checkpoints/checkpoint-3853/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:d2a9f8bb80419fadfddd8130a8e6a95115805cca6ea7984e61e444fcd28278f5
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size 14244
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training_checkpoints/checkpoint-3853/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a56467fe107ce65957891c9a285b2a8473d3106604c67d11a8e2aa1fe00dee18
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size 1064
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training_checkpoints/checkpoint-3853/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": false,
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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": false,
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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": false,
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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": false,
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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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training_checkpoints/checkpoint-3853/tokenizer.json
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The diff for this file is too large to render.
See raw diff
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training_checkpoints/checkpoint-3853/tokenizer.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
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size 499723
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training_checkpoints/checkpoint-3853/tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "<s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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| 26 |
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}
|
| 27 |
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},
|
| 28 |
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"bos_token": "<s>",
|
| 29 |
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"chat_template": "{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ '<|user|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'system' %}\n{{ '<|system|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'assistant' %}\n{{ '<|assistant|>\n' + message['content'] + eos_token }}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ '<|assistant|>' }}\n{% endif %}\n{% endfor %}",
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"clean_up_tokenization_spaces": false,
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"eos_token": "</s>",
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"legacy": false,
|
| 33 |
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"model_max_length": 2048,
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"pad_token": "</s>",
|
| 35 |
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"padding_side": "right",
|
| 36 |
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"sp_model_kwargs": {},
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| 37 |
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"tokenizer_class": "LlamaTokenizer",
|
| 38 |
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"unk_token": "<unk>",
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| 39 |
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"use_default_system_prompt": false
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| 40 |
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}
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training_checkpoints/checkpoint-3853/trainer_state.json
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{
|
| 2 |
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"best_metric": 0.7849208402678758,
|
| 3 |
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"best_model_checkpoint": "tiny-llama/checkpoint-1284",
|
| 4 |
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"epoch": 5.9992214869599065,
|
| 5 |
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"eval_steps": 500,
|
| 6 |
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"global_step": 3853,
|
| 7 |
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"is_hyper_param_search": false,
|
| 8 |
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"is_local_process_zero": true,
|
| 9 |
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"is_world_process_zero": true,
|
| 10 |
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"log_history": [
|
| 11 |
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{
|
| 12 |
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"epoch": 0.78,
|
| 13 |
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"learning_rate": 4.614485981308411e-05,
|
| 14 |
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"loss": 1.0444,
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| 15 |
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"step": 500
|
| 16 |
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},
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| 17 |
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{
|
| 18 |
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"epoch": 1.0,
|
| 19 |
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"eval_accuracy": 0.8055770720371804,
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| 20 |
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"eval_f1_macro": 0.6986433125217109,
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"eval_f1_micro": 0.8055770720371804,
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"eval_f1_weighted": 0.8014415131779974,
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"eval_loss": 0.5968185067176819,
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"eval_macro_fpr": 0.017477297659887057,
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"eval_macro_sensitivity": 0.6995136011888944,
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"eval_macro_specificity": 0.9852356804676051,
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| 27 |
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"eval_precision": 0.8049997976909469,
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| 28 |
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"eval_precision_macro": 0.7121994461809698,
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| 29 |
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"eval_recall": 0.8055770720371804,
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| 30 |
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"eval_recall_macro": 0.6995136011888944,
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| 31 |
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"eval_runtime": 1398.4578,
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| 32 |
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"eval_samples_per_second": 0.923,
|
| 33 |
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"eval_steps_per_second": 0.462,
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| 34 |
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"eval_weighted_fpr": 0.01694686381743299,
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"eval_weighted_sensitivity": 0.8055770720371804,
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| 36 |
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"eval_weighted_specificity": 0.9729581349768969,
|
| 37 |
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"step": 642
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| 38 |
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},
|
| 39 |
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{
|
| 40 |
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"epoch": 1.56,
|
| 41 |
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"learning_rate": 4.2250778816199374e-05,
|
| 42 |
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"loss": 0.4788,
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| 43 |
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"step": 1000
|
| 44 |
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},
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| 45 |
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{
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| 46 |
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"epoch": 2.0,
|
| 47 |
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"eval_accuracy": 0.8195197521301317,
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| 48 |
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"eval_f1_macro": 0.7849208402678758,
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"eval_f1_micro": 0.8195197521301317,
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"eval_f1_weighted": 0.8172221848923289,
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"eval_loss": 0.696565568447113,
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"eval_macro_fpr": 0.016141504898788652,
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"eval_macro_sensitivity": 0.782528240704334,
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"eval_macro_specificity": 0.9863319896705219,
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"eval_precision": 0.8221579556499354,
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"eval_precision_macro": 0.8091762597974816,
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"eval_recall": 0.8195197521301317,
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"eval_recall_macro": 0.782528240704334,
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"eval_runtime": 1392.2226,
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| 60 |
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"eval_samples_per_second": 0.927,
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training_checkpoints/checkpoint-3853/training_args.bin
ADDED
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@@ -0,0 +1,3 @@
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