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README.md

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+Quantization made by Richard Erkhov.
+
+[Github](https://github.com/RichardErkhov)
+
+[Discord](https://discord.gg/pvy7H8DZMG)
+
+[Request more models](https://github.com/RichardErkhov/quant_request)
+
+
+zephyr-7b-sft-full - GGUF
+- Model creator: https://huggingface.co/alignment-handbook/
+- Original model: https://huggingface.co/alignment-handbook/zephyr-7b-sft-full/
+
+
+| Name | Quant method | Size |
+| ---- | ---- | ---- |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+
+
+
+
+Original model description:
+---
+license: apache-2.0
+base_model: mistralai/Mistral-7B-v0.1
+tags:
+- alignment-handbook
+- generated_from_trainer
+- trl
+- sft
+- generated_from_trainer
+datasets:
+- HuggingFaceH4/ultrachat_200k
+model-index:
+- name: zephyr-7b-sft-full
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# zephyr-7b-sft-full
+
+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.
+It achieves the following results on the evaluation set:
+- Loss: 0.9353
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 2e-05
+- train_batch_size: 16
+- eval_batch_size: 8
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 8
+- total_train_batch_size: 128
+- total_eval_batch_size: 64
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_ratio: 0.1
+- num_epochs: 1
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 0.9075        | 1.0   | 1090 | 0.9353          |
+
+
+### Framework versions
+
+- Transformers 4.36.2
+- Pytorch 2.1.2+cu121
+- Datasets 2.14.6
+- Tokenizers 0.15.0
+
+