Upload 11 files
Browse files- README.md +108 -0
- config.json +26 -0
- generation_config.json +6 -0
- pytorch_model-00001-of-00004.bin +3 -0
- pytorch_model-00002-of-00004.bin +3 -0
- pytorch_model-00003-of-00004.bin +3 -0
- pytorch_model-00004-of-00004.bin +3 -0
- pytorch_model.bin.index.json +298 -0
- special_tokens_map.json +24 -0
- tokenizer.model +3 -0
- tokenizer_config.json +44 -0
README.md
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---
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license: apache-2.0
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base_model: mistralai/Mistral-7B-v0.1
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tags:
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- generated_from_trainer
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model-index:
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- name: out
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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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[<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl)
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# out
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This model is a fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.4144
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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: 6e-06
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- train_batch_size: 2
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- eval_batch_size: 2
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 2
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 16
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- total_eval_batch_size: 4
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: constant
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- lr_scheduler_warmup_steps: 300
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- num_epochs: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.6699 | 0.02 | 20 | 1.5921 |
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| 1.3657 | 0.04 | 40 | 1.5729 |
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| 1.5918 | 0.07 | 60 | 1.5610 |
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| 1.6343 | 0.09 | 80 | 1.5550 |
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| 1.5015 | 0.11 | 100 | 1.5456 |
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| 1.5233 | 0.13 | 120 | 1.5392 |
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| 1.5025 | 0.15 | 140 | 1.5314 |
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| 1.6424 | 0.18 | 160 | 1.5275 |
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| 1.6267 | 0.2 | 180 | 1.5219 |
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| 1.4698 | 0.22 | 200 | 1.5174 |
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| 1.4297 | 0.24 | 220 | 1.5131 |
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| 1.4826 | 0.26 | 240 | 1.5065 |
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| 1.3671 | 0.29 | 260 | 1.4998 |
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| 1.3661 | 0.31 | 280 | 1.4971 |
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| 1.3012 | 0.33 | 300 | 1.4908 |
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| 1.7249 | 0.35 | 320 | 1.4869 |
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| 1.1596 | 0.37 | 340 | 1.4837 |
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| 1.3188 | 0.4 | 360 | 1.4806 |
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| 1.5087 | 0.42 | 380 | 1.4785 |
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| 1.6028 | 0.44 | 400 | 1.4739 |
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| 1.4167 | 0.46 | 420 | 1.4715 |
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| 1.4823 | 0.48 | 440 | 1.4666 |
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| 1.5418 | 0.51 | 460 | 1.4637 |
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| 1.6369 | 0.53 | 480 | 1.4619 |
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| 1.5098 | 0.55 | 500 | 1.4604 |
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| 1.5404 | 0.57 | 520 | 1.4586 |
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| 1.4594 | 0.6 | 540 | 1.4539 |
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| 1.6358 | 0.62 | 560 | 1.4516 |
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| 1.5025 | 0.64 | 580 | 1.4481 |
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| 1.5119 | 0.66 | 600 | 1.4455 |
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| 1.4617 | 0.68 | 620 | 1.4444 |
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| 1.5281 | 0.71 | 640 | 1.4422 |
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| 1.3506 | 0.73 | 660 | 1.4400 |
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| 1.4467 | 0.75 | 680 | 1.4379 |
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| 1.3382 | 0.77 | 700 | 1.4393 |
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| 1.4894 | 0.79 | 720 | 1.4361 |
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| 1.496 | 0.82 | 740 | 1.4329 |
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| 1.516 | 0.84 | 760 | 1.4314 |
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| 1.4118 | 0.86 | 780 | 1.4303 |
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| 1.5408 | 0.88 | 800 | 1.4259 |
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| 1.5307 | 0.9 | 820 | 1.4254 |
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| 1.5376 | 0.93 | 840 | 1.4227 |
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| 1.4129 | 0.95 | 860 | 1.4190 |
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| 1.7808 | 0.97 | 880 | 1.4154 |
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| 1.3279 | 0.99 | 900 | 1.4144 |
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### Framework versions
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- Transformers 4.37.0.dev0
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- Pytorch 2.0.1+cu118
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- Datasets 2.15.0
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- Tokenizers 0.15.0
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config.json
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{
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"_name_or_path": "mistralai/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": "float32",
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"transformers_version": "4.37.0.dev0",
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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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{
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"_from_model_config": true,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"transformers_version": "4.37.0.dev0"
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}
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pytorch_model-00001-of-00004.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:015ffcc17d8f678f13fc5b25588f3eb6ce1cdddf1edb102abec666795bc13f31
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size 4970611369
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pytorch_model-00002-of-00004.bin
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version https://git-lfs.github.com/spec/v1
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size 4916119907
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pytorch_model-00003-of-00004.bin
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version https://git-lfs.github.com/spec/v1
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size 4597367373
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pytorch_model-00004-of-00004.bin
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version https://git-lfs.github.com/spec/v1
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size 524288938
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pytorch_model.bin.index.json
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tokenizer_config.json
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