---
base_model: osmosis-ai/Osmosis-Structure-0.6B
license: apache-2.0
model_creator: osmosis-ai
model_name: Osmosis-Structure-0.6B
quantized_by: Second State Inc.
---

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# Osmosis-Structure-0.6B-GGUF

## Original Model

[osmosis-ai/Osmosis-Structure-0.6B](https://huggingface.co/osmosis-ai/Osmosis-Structure-0.6B)

## Run with LlamaEdge

- LlamaEdge version: [v0.21.0](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.21.0) and above

- Prompt template

  - Prompt type: `chatml`

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

- Context size: `128000`

- Run as LlamaEdge service

  ```bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:Osmosis-Structure-0.6B-Q5_K_M.gguf \
    llama-api-server.wasm \
    --prompt-template chatml \
    --model-name Osmosis-Structure-0.6B \
    --ctx-size 128000

## Quantized GGUF Models

| Name | Quant method | Bits | Size | Use case |
| ---- | ---- | ---- | ---- | ----- |
| [Osmosis-Structure-0.6B-Q2_K.gguf](https://huggingface.co/second-state/Osmosis-Structure-0.6B-GGUF/blob/main/Osmosis-Structure-0.6B-Q2_K.gguf)     | Q2_K   | 2 | 296 MB| smallest, significant quality loss - not recommended for most purposes |
| [Osmosis-Structure-0.6B-Q3_K_L.gguf](https://huggingface.co/second-state/Osmosis-Structure-0.6B-GGUF/blob/main/Osmosis-Structure-0.6B-Q3_K_L.gguf) | Q3_K_L | 3 | 368 MB| small, substantial quality loss |
| [Osmosis-Structure-0.6B-Q3_K_M.gguf](https://huggingface.co/second-state/Osmosis-Structure-0.6B-GGUF/blob/main/Osmosis-Structure-0.6B-Q3_K_M.gguf) | Q3_K_M | 3 | 347 MB| very small, high quality loss |
| [Osmosis-Structure-0.6B-Q3_K_S.gguf](https://huggingface.co/second-state/Osmosis-Structure-0.6B-GGUF/blob/main/Osmosis-Structure-0.6B-Q3_K_S.gguf) | Q3_K_S | 3 | 323 MB| very small, high quality loss |
| [Osmosis-Structure-0.6B-Q4_0.gguf](https://huggingface.co/second-state/Osmosis-Structure-0.6B-GGUF/blob/main/Osmosis-Structure-0.6B-Q4_0.gguf)     | Q4_0   | 4 | 382 MB| legacy; small, very high quality loss - prefer using Q3_K_M |
| [Osmosis-Structure-0.6B-Q4_K_M.gguf](https://huggingface.co/second-state/Osmosis-Structure-0.6B-GGUF/blob/main/Osmosis-Structure-0.6B-Q4_K_M.gguf) | Q4_K_M | 4 | 397 MB| medium, balanced quality - recommended |
| [Osmosis-Structure-0.6B-Q4_K_S.gguf](https://huggingface.co/second-state/Osmosis-Structure-0.6B-GGUF/blob/main/Osmosis-Structure-0.6B-Q4_K_S.gguf) | Q4_K_S | 4 | 383 MB| small, greater quality loss |
| [Osmosis-Structure-0.6B-Q5_0.gguf](https://huggingface.co/second-state/Osmosis-Structure-0.6B-GGUF/blob/main/Osmosis-Structure-0.6B-Q5_0.gguf)     | Q5_0   | 5 | 437 MB| legacy; medium, balanced quality - prefer using Q4_K_M |
| [Osmosis-Structure-0.6B-Q5_K_M.gguf](https://huggingface.co/second-state/Osmosis-Structure-0.6B-GGUF/blob/main/Osmosis-Structure-0.6B-Q5_K_M.gguf) | Q5_K_M | 5 | 444 MB| large, very low quality loss - recommended |
| [Osmosis-Structure-0.6B-Q5_K_S.gguf](https://huggingface.co/second-state/Osmosis-Structure-0.6B-GGUF/blob/main/Osmosis-Structure-0.6B-Q5_K_S.gguf) | Q5_K_S | 5 | 437 MB| large, low quality loss - recommended |
| [Osmosis-Structure-0.6B-Q6_K.gguf](https://huggingface.co/second-state/Osmosis-Structure-0.6B-GGUF/blob/main/Osmosis-Structure-0.6B-Q6_K.gguf)     | Q6_K   | 6 | 495 MB| very large, extremely low quality loss |
| [Osmosis-Structure-0.6B-Q8_0.gguf](https://huggingface.co/second-state/Osmosis-Structure-0.6B-GGUF/blob/main/Osmosis-Structure-0.6B-Q8_0.gguf)     | Q8_0   | 8 | 639 MB| very large, extremely low quality loss - not recommended |
| [Osmosis-Structure-0.6B-f16.gguf](https://huggingface.co/second-state/Osmosis-Structure-0.6B-GGUF/blob/main/Osmosis-Structure-0.6B-f16.gguf)       | f16    | 16 | 1.20 GB| |

*Quantized with llama.cpp b5501*