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Browse files- README.md +59 -6
- all_results.json +7 -0
- config.json +26 -0
- generation_config.json +6 -0
- logs.txt +0 -0
- model-00001-of-00003.safetensors +3 -0
- model-00002-of-00003.safetensors +3 -0
- model-00003-of-00003.safetensors +3 -0
- model.safetensors.index.json +298 -0
- special_tokens_map.json +24 -0
- tokenizer.model +3 -0
- tokenizer_config.json +45 -0
- train_results.json +7 -0
- trainer_log.jsonl +7 -0
- trainer_state.json +72 -0
- training_args.bin +3 -0
- training_loss.png +0 -0
README.md
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---
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license:
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---
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license: other
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base_model: mistralai/Mistral-7B-v0.1
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tags:
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- llama-factory
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- full
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- generated_from_trainer
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model-index:
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- name: 8d8964da-41b9-411b-804f-880e4720314c
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# 8d8964da-41b9-411b-804f-880e4720314c
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This model is a fine-tuned version of [/home/lirenhao/pretrained_models/mistral-7B-v0.1](https://huggingface.co//home/lirenhao/pretrained_models/mistral-7B-v0.1) on the multi-deita6k_evol-chatgpt dataset.
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 1
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- eval_batch_size: 8
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 4
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- gradient_accumulation_steps: 128
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- total_train_batch_size: 512
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- total_eval_batch_size: 32
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 6.0
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### Training results
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### Framework versions
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- Transformers 4.38.1
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- Pytorch 2.1.2+cu121
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- Datasets 2.17.1
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- Tokenizers 0.15.2
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all_results.json
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{
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"epoch": 5.63,
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"train_loss": 0.4893150835326224,
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"train_runtime": 33824.1367,
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"train_samples_per_second": 1.064,
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"train_steps_per_second": 0.002
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}
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config.json
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{
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"_name_or_path": "/home/lirenhao/pretrained_models/mistral-7B-v0.1",
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"architectures": [
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"MistralForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 32768,
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"model_type": "mistral",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 8,
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"rms_norm_eps": 1e-05,
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"rope_theta": 10000.0,
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"sliding_window": 4096,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.38.1",
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"use_cache": false,
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"vocab_size": 32000
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}
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generation_config.json
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"transformers_version": "4.38.1"
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}
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logs.txt
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The diff for this file is too large to render.
See raw diff
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model-00001-of-00003.safetensors
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