metadata

base_model: NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO
inference: false
license: apache-2.0
model-index:
  - name: Nous-Hermes-2-Mixtral-8x7B-DPO
    results: []
model_creator: NousResearch
model_name: Nous Hermes 2 Mixtral 8X7B DPO
model_type: mixtral
quantized_by: Second State Inc.
language:
  - en
tags:
  - Mixtral
  - instruct
  - finetune
  - chatml
  - DPO
  - RLHF
  - gpt4
  - synthetic data
  - distillation

Nous-Hermes-2-Mixtral-8x7B-DPO-GGUF

Original Model

NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO

Run with LlamaEdge

LlamaEdge version: v0.2.8 and above

Prompt template

Prompt type: chatml

Prompt string

<|im_start|>system
{system_message}<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant

Context size: 4096

Run as LlamaEdge service

wasmedge --dir .:. --nn-preload default:GGML:AUTO:Nous-Hermes-2-Mixtral-8x7B-DPO-Q5_K_M.gguf llama-api-server.wasm -p chatml

Run as LlamaEdge command app

wasmedge --dir .:. --nn-preload default:GGML:AUTO:Nous-Hermes-2-Mixtral-8x7B-DPO-Q5_K_M.gguf llama-chat.wasm -p chatml

Quantized GGUF Models

Name	Quant method	Bits	Size	Use case
Nous-Hermes-2-Mixtral-8x7B-DPO-Q2_K.gguf	Q2_K	2	17.3 GB	smallest, significant quality loss - not recommended for most purposes
Nous-Hermes-2-Mixtral-8x7B-DPO-Q3_K_L.gguf	Q3_K_L	3	24.2 GB	small, substantial quality loss
Nous-Hermes-2-Mixtral-8x7B-DPO-Q3_K_M.gguf	Q3_K_M	3	22.5 GB	very small, high quality loss
Nous-Hermes-2-Mixtral-8x7B-DPO-Q3_K_S.gguf	Q3_K_S	3	20.4 GB	very small, high quality loss
Nous-Hermes-2-Mixtral-8x7B-DPO-Q4_0.gguf	Q4_0	4	26.4 GB	legacy; small, very high quality loss - prefer using Q3_K_M
Nous-Hermes-2-Mixtral-8x7B-DPO-Q4_K_M.gguf	Q4_K_M	4	28.4 GB	medium, balanced quality - recommended
Nous-Hermes-2-Mixtral-8x7B-DPO-Q4_K_S.gguf	Q4_K_S	4	26.7 GB	small, greater quality loss
Nous-Hermes-2-Mixtral-8x7B-DPO-Q5_0.gguf	Q5_0	5	32.2 GB	legacy; medium, balanced quality - prefer using Q4_K_M
Nous-Hermes-2-Mixtral-8x7B-DPO-Q5_K_M.gguf	Q5_K_M	5	33.2 GB	large, very low quality loss - recommended
Nous-Hermes-2-Mixtral-8x7B-DPO-Q5_K_S.gguf	Q5_K_S	5	32.2 GB	large, low quality loss - recommended
Nous-Hermes-2-Mixtral-8x7B-DPO-Q6_K.gguf	Q6_K	6	38.4 GB	very large, extremely low quality loss
Nous-Hermes-2-Mixtral-8x7B-DPO-Q8_0.gguf	Q8_0	8	49.6 GB	very large, extremely low quality loss - not recommended