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Llamacpp quants
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metadata
base_model: mistralai/Mistral-7B-v0.1
tags:
  - Mistral
  - instruct
  - finetune
  - chatml
  - DPO
  - RLHF
  - gpt4
  - synthetic data
  - distillation
  - function calling
  - json mode
model-index:
  - name: Hermes-2-Pro-Mistral-7B
    results: []
license: apache-2.0
language:
  - en
datasets:
  - teknium/OpenHermes-2.5
widget:
  - example_title: Hermes 2 Pro
    messages:
      - role: system
        content: >-
          You are a sentient, superintelligent artificial general intelligence,
          here to teach and assist me.
      - role: user
        content: >-
          Write a short story about Goku discovering kirby has teamed up with
          Majin Buu to destroy the world.
quantized_by: bartowski
pipeline_tag: text-generation

Llamacpp Quantizations of Hermes-2-Pro-Mistral-7B

Using llama.cpp release b2405 for quantization.

Original model: https://huggingface.co./NousResearch/Hermes-2-Pro-Mistral-7B

Download a file (not the whole branch) from below:

Filename Quant type File Size Description
Hermes-2-Pro-Mistral-7B-Q8_0.gguf Q8_0 7.69GB Extremely high quality, generally unneeded but max available quant.
Hermes-2-Pro-Mistral-7B-Q6_K.gguf Q6_K 5.94GB Very high quality, near perfect, recommended.
Hermes-2-Pro-Mistral-7B-Q5_K_M.gguf Q5_K_M 5.13GB High quality, very usable.
Hermes-2-Pro-Mistral-7B-Q5_K_S.gguf Q5_K_S 4.99GB High quality, very usable.
Hermes-2-Pro-Mistral-7B-Q5_0.gguf Q5_0 4.99GB High quality, older format, generally not recommended.
Hermes-2-Pro-Mistral-7B-Q4_K_M.gguf Q4_K_M 4.36GB Good quality, similar to 4.25 bpw.
Hermes-2-Pro-Mistral-7B-Q4_K_S.gguf Q4_K_S 4.14GB Slightly lower quality with small space savings.
Hermes-2-Pro-Mistral-7B-Q4_0.gguf Q4_0 4.10GB Decent quality, older format, generally not recommended.
Hermes-2-Pro-Mistral-7B-Q3_K_L.gguf Q3_K_L 3.82GB Lower quality but usable, good for low RAM availability.
Hermes-2-Pro-Mistral-7B-Q3_K_M.gguf Q3_K_M 3.51GB Even lower quality.
Hermes-2-Pro-Mistral-7B-Q3_K_S.gguf Q3_K_S 3.16GB Low quality, not recommended.
Hermes-2-Pro-Mistral-7B-Q2_K.gguf Q2_K 2.71GB Extremely low quality, not recommended.

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