---
base_model: mlabonne/NeuralBeagle14-7B
inference: false
license: apache-2.0
model_creator: Maxime Labonne
model_name: NeuralBeagle14 7B
model_type: mistral
pipeline_tag: text-generation
quantized_by: Second State Inc.
tags:
- merge
- mergekit
- lazymergekit
- fblgit/UNA-TheBeagle-7b-v1
- argilla/distilabeled-Marcoro14-7B-slerp
- dpo
- rlhf
---

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<img src="https://github.com/second-state/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;">
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# NeuralBeagle14-7B-GGUF

## Original Model

[mlabonne/NeuralBeagle14-7B](https://huggingface.co/mlabonne/NeuralBeagle14-7B)

## Run with LlamaEdge

Note that the original model has an potential issue (see the discussion: [Model follows ChatML format, but does not have the special tokens for ChatML](https://huggingface.co/mlabonne/NeuralBeagle14-7B/discussions/3)).

<!-- - LlamaEdge version: [v0.2.8](https://github.com/second-state/LlamaEdge/releases/tag/0.2.8) and above

- Prompt template

  - Prompt type: `chatml`

  - Prompt string

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

- Context size: `4096`

- Run as LlamaEdge service

  ```bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:NeuralBeagle14-7B-Q5_K_M.gguf llama-api-server.wasm -p chatml
  ```

- Run as LlamaEdge command app

  ```bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:NeuralBeagle14-7B-Q5_K_M.gguf llama-chat.wasm -p chatml
  ``` -->

## Quantized GGUF Models

| Name | Quant method | Bits | Size | Use case |
| ---- | ---- | ---- | ---- | ----- |
| [NeuralBeagle14-7B-Q2_K.gguf](https://huggingface.co/second-state/NeuralBeagle14-7B-GGUF/blob/main/NeuralBeagle14-7B-Q2_K.gguf)     | Q2_K   | 2 | 2.72 GB| smallest, significant quality loss - not recommended for most purposes |
| [NeuralBeagle14-7B-Q3_K_L.gguf](https://huggingface.co/second-state/NeuralBeagle14-7B-GGUF/blob/main/NeuralBeagle14-7B-Q3_K_L.gguf) | Q3_K_L | 3 | 3.82 GB| small, substantial quality loss |
| [NeuralBeagle14-7B-Q3_K_M.gguf](https://huggingface.co/second-state/NeuralBeagle14-7B-GGUF/blob/main/NeuralBeagle14-7B-Q3_K_M.gguf) | Q3_K_M | 3 | 3.52 GB| very small, high quality loss |
| [NeuralBeagle14-7B-Q3_K_S.gguf](https://huggingface.co/second-state/NeuralBeagle14-7B-GGUF/blob/main/NeuralBeagle14-7B-Q3_K_S.gguf) | Q3_K_S | 3 | 3.16 GB| very small, high quality loss |
| [NeuralBeagle14-7B-Q4_0.ggufs](https://huggingface.co/second-state/NeuralBeagle14-7B-GGUF/blob/main/NeuralBeagle14-7B-Q4_0.gguf)     | Q4_0   | 4 | 4.11 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
| [NeuralBeagle14-7B-Q4_K_M.gguf](https://huggingface.co/second-state/NeuralBeagle14-7B-GGUF/blob/main/NeuralBeagle14-7B-Q4_K_M.gguf) | Q4_K_M | 4 | 4.37 GB| medium, balanced quality - recommended |
| [NeuralBeagle14-7B-Q4_K_S.gguf](https://huggingface.co/second-state/NeuralBeagle14-7B-GGUF/blob/main/NeuralBeagle14-7B-Q4_K_S.gguf) | Q4_K_S | 4 | 4.14 GB| small, greater quality loss |
| [NeuralBeagle14-7B-Q5_0.gguf](https://huggingface.co/second-state/NeuralBeagle14-7B-GGUF/blob/main/NeuralBeagle14-7B-Q5_0.gguf)     | Q5_0   | 5 | 5.00 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
| [NeuralBeagle14-7B-Q5_K_M.gguf](https://huggingface.co/second-state/NeuralBeagle14-7B-GGUF/blob/main/NeuralBeagle14-7B-Q5_K_M.gguf) | Q5_K_M | 5 | 5.13 GB| large, very low quality loss - recommended |
| [NeuralBeagle14-7B-Q5_K_S.gguf](https://huggingface.co/second-state/NeuralBeagle14-7B-GGUF/blob/main/NeuralBeagle14-7B-Q5_K_S.gguf) | Q5_K_S | 5 | 5.00 GB| large, low quality loss - recommended |
| [NeuralBeagle14-7B-Q6_K.gguf](https://huggingface.co/second-state/NeuralBeagle14-7B-GGUF/blob/main/NeuralBeagle14-7B-Q6_K.gguf)     | Q6_K   | 6 | 5.94 GB| very large, extremely low quality loss |
| [NeuralBeagle14-7B-Q8_0.gguf](https://huggingface.co/second-state/NeuralBeagle14-7B-GGUF/blob/main/NeuralBeagle14-7B-Q8_0.gguf)     | Q8_0   | 8 | 7.70 GB| very large, extremely low quality loss - not recommended |