Commit
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Parent(s):
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End of training
Browse files- README.md +67 -0
- adapter_config.json +28 -0
- adapter_model.safetensors +3 -0
- added_tokens.json +3 -0
- runs/Dec26_07-53-19_4a0f0dcf2001/events.out.tfevents.1703577202.4a0f0dcf2001.2154.0 +3 -0
- runs/Dec26_07-53-19_4a0f0dcf2001/events.out.tfevents.1703577473.4a0f0dcf2001.2154.1 +3 -0
- runs/Dec26_07-53-19_4a0f0dcf2001/events.out.tfevents.1703577740.4a0f0dcf2001.2154.2 +3 -0
- special_tokens_map.json +24 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +51 -0
- training_args.bin +3 -0
README.md
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---
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license: apache-2.0
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base_model: TheBloke/MetaMath-Mistral-7B-GPTQ
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tags:
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- trl
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- sft
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- generated_from_trainer
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model-index:
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- name: Mistral-MetaMath-camel_math
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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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# Mistral-MetaMath-camel_math
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This model is a fine-tuned version of [TheBloke/MetaMath-Mistral-7B-GPTQ](https://huggingface.co/TheBloke/MetaMath-Mistral-7B-GPTQ) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 4.5238
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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: 0.0001
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- train_batch_size: 4
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 16
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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: 0.05
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- num_epochs: 2
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 5.3858 | 0.4 | 40 | 5.3966 |
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| 5.1759 | 0.8 | 80 | 5.0450 |
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| 4.5 | 1.2 | 120 | 4.7109 |
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| 4.7549 | 1.6 | 160 | 4.5588 |
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| 3.6274 | 2.0 | 200 | 4.5238 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.1.0+cu121
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- Datasets 2.16.0
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- Tokenizers 0.15.0
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "TheBloke/MetaMath-Mistral-7B-GPTQ",
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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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"loftq_config": {},
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"lora_alpha": 64,
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"lora_dropout": 0.1,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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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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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"q_proj",
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"v_proj",
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"k_proj",
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"o_proj"
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],
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"task_type": "CAUSAL_LM"
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:2a189201c9e4673c241212853623447040cd66313141c1a066f7903d6cb4a04f
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size 54560368
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added_tokens.json
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{
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"[PAD]": 32000
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}
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runs/Dec26_07-53-19_4a0f0dcf2001/events.out.tfevents.1703577202.4a0f0dcf2001.2154.0
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runs/Dec26_07-53-19_4a0f0dcf2001/events.out.tfevents.1703577473.4a0f0dcf2001.2154.1
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runs/Dec26_07-53-19_4a0f0dcf2001/events.out.tfevents.1703577740.4a0f0dcf2001.2154.2
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special_tokens_map.json
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{
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tokenizer.json
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tokenizer.model
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version https://git-lfs.github.com/spec/v1
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size 493443
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tokenizer_config.json
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{
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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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size 4600
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