Quantization made by Richard Erkhov.

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OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered - GGUF
- Model creator: https://huggingface.co/sonthenguyen/
- Original model: https://huggingface.co/sonthenguyen/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered/


| Name | Quant method | Size |
| ---- | ---- | ---- |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q2_K.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q2_K.gguf) | Q2_K | 2.53GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.IQ3_XS.gguf) | IQ3_XS | 2.81GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.IQ3_S.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.IQ3_S.gguf) | IQ3_S | 2.96GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q3_K_S.gguf) | Q3_K_S | 2.95GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.IQ3_M.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.IQ3_M.gguf) | IQ3_M | 3.06GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q3_K.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q3_K.gguf) | Q3_K | 3.28GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q3_K_M.gguf) | Q3_K_M | 3.28GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q3_K_L.gguf) | Q3_K_L | 3.56GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.IQ4_XS.gguf) | IQ4_XS | 3.67GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q4_0.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q4_0.gguf) | Q4_0 | 3.83GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.IQ4_NL.gguf) | IQ4_NL | 3.87GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q4_K_S.gguf) | Q4_K_S | 3.86GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q4_K.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q4_K.gguf) | Q4_K | 4.07GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q4_K_M.gguf) | Q4_K_M | 4.07GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q4_1.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q4_1.gguf) | Q4_1 | 4.24GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q5_0.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q5_0.gguf) | Q5_0 | 4.65GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q5_K_S.gguf) | Q5_K_S | 4.65GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q5_K.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q5_K.gguf) | Q5_K | 4.78GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q5_K_M.gguf) | Q5_K_M | 4.78GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q5_1.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q5_1.gguf) | Q5_1 | 5.07GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q6_K.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q6_K.gguf) | Q6_K | 5.53GB |
| [OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q8_0.gguf](https://huggingface.co/RichardErkhov/sonthenguyen_-_OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-gguf/blob/main/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered.Q8_0.gguf) | Q8_0 | 7.17GB |




Original model description:
---
license: apache-2.0
---

Training hyperparameters LoRA: r=16 lora_alpha=16 lora_dropout=0.05 bias="none" task_type="CAUSAL_LM" target_modules=['k_proj', 'gate_proj', 'v_proj', 'up_proj', 'q_proj', 'o_proj', 'down_proj']

Training arguments: auto_find_batch_size=True gradient_checkpointing=True learning_rate=5e-7 lr_scheduler_type="cosine" max_steps=3922 optim="paged_adamw_32bit" warmup_steps=100

DPOTrainer: beta=0.1 max_prompt_length=1024 max_length=1536

Arxiv link: https://arxiv.org/abs/2403.02745