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Quantization made by Richard Erkhov. |
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[Github](https://github.com/RichardErkhov) |
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[Discord](https://discord.gg/pvy7H8DZMG) |
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[Request more models](https://github.com/RichardErkhov/quant_request) |
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zephyr-7b-sft-full - GGUF |
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- Model creator: https://huggingface.co/alignment-handbook/ |
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- Original model: https://huggingface.co/alignment-handbook/zephyr-7b-sft-full/ |
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| Name | Quant method | Size | |
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| ---- | ---- | ---- | |
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| [zephyr-7b-sft-full.Q2_K.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.Q2_K.gguf) | Q2_K | 2.53GB | |
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| [zephyr-7b-sft-full.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.IQ3_XS.gguf) | IQ3_XS | 2.81GB | |
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| [zephyr-7b-sft-full.IQ3_S.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.IQ3_S.gguf) | IQ3_S | 2.96GB | |
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| [zephyr-7b-sft-full.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.Q3_K_S.gguf) | Q3_K_S | 2.95GB | |
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| [zephyr-7b-sft-full.IQ3_M.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.IQ3_M.gguf) | IQ3_M | 3.06GB | |
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| [zephyr-7b-sft-full.Q3_K.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.Q3_K.gguf) | Q3_K | 3.28GB | |
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| [zephyr-7b-sft-full.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.Q3_K_M.gguf) | Q3_K_M | 3.28GB | |
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| [zephyr-7b-sft-full.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.Q3_K_L.gguf) | Q3_K_L | 3.56GB | |
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| [zephyr-7b-sft-full.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.IQ4_XS.gguf) | IQ4_XS | 3.67GB | |
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| [zephyr-7b-sft-full.Q4_0.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.Q4_0.gguf) | Q4_0 | 3.83GB | |
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| [zephyr-7b-sft-full.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.IQ4_NL.gguf) | IQ4_NL | 3.87GB | |
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| [zephyr-7b-sft-full.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.Q4_K_S.gguf) | Q4_K_S | 3.86GB | |
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| [zephyr-7b-sft-full.Q4_K.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.Q4_K.gguf) | Q4_K | 4.07GB | |
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| [zephyr-7b-sft-full.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.Q4_K_M.gguf) | Q4_K_M | 4.07GB | |
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| [zephyr-7b-sft-full.Q4_1.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.Q4_1.gguf) | Q4_1 | 4.24GB | |
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| [zephyr-7b-sft-full.Q5_0.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.Q5_0.gguf) | Q5_0 | 4.65GB | |
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| [zephyr-7b-sft-full.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.Q5_K_S.gguf) | Q5_K_S | 4.65GB | |
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| [zephyr-7b-sft-full.Q5_K.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.Q5_K.gguf) | Q5_K | 4.78GB | |
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| [zephyr-7b-sft-full.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.Q5_K_M.gguf) | Q5_K_M | 4.78GB | |
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| [zephyr-7b-sft-full.Q5_1.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.Q5_1.gguf) | Q5_1 | 5.07GB | |
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| [zephyr-7b-sft-full.Q6_K.gguf](https://huggingface.co/RichardErkhov/alignment-handbook_-_zephyr-7b-sft-full-gguf/blob/main/zephyr-7b-sft-full.Q6_K.gguf) | Q6_K | 5.53GB | |
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Original model description: |
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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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- alignment-handbook |
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- generated_from_trainer |
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- trl |
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- sft |
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- generated_from_trainer |
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datasets: |
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- HuggingFaceH4/ultrachat_200k |
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model-index: |
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- name: zephyr-7b-sft-full |
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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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# zephyr-7b-sft-full |
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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 HuggingFaceH4/ultrachat_200k dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.9353 |
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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: 16 |
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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: 8 |
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- total_train_batch_size: 128 |
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- total_eval_batch_size: 64 |
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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: 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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| 0.9075 | 1.0 | 1090 | 0.9353 | |
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### Framework versions |
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- Transformers 4.36.2 |
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- Pytorch 2.1.2+cu121 |
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- Datasets 2.14.6 |
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- Tokenizers 0.15.0 |
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