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# ELYZA-japanese-Llama-2-13b-fast-instruct-GGUF

## Original Model

[openchat/openchat-3.5-1210](https://huggingface.co/openchat/openchat-3.5-1210)

## Run with LlamaEdge

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

- Prompt template

  - Prompt type: `llama-2-chat`

  - Prompt string

    ```text
    <s>[INST] <<SYS>>
    {{ system_prompt }}
    <</SYS>>

    {{ user_msg_1 }} [/INST] {{ model_answer_1 }} </s><s>[INST] {{ user_msg_2 }}
    ```

- Run as LlamaEdge service

  ```bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:ELYZA-japanese-Llama-2-7b-fast-instruct-q5_K_M.gguf llama-api-server.wasm -p llama-2-chat
  ```

- Run as LlamaEdge command app

  ```bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:ELYZA-japanese-Llama-2-7b-fast-instruct-q5_K_M.gguf llama-chat.wasm -p llama-2-chat
  ```

## Quantized GGUF Models

| Name | Quant method | Bits | Size | Use case |
| ---- | ---- | ---- | ---- | ----- |
| [ELYZA-japanese-Llama-2-13b-fast-instruct-Q2_K.gguf](https://huggingface.co/second-state/ELYZA-japanese-Llama-2-13b-fast-instruct-GGUF/blob/main/ELYZA-japanese-Llama-2-13b-fast-instruct-Q2_K.gguf)     | Q2_K   | 2 | 5.5 GB| smallest, significant quality loss - not recommended for most purposes |
| [ELYZA-japanese-Llama-2-13b-fast-instruct-Q3_K_L.gguf](https://huggingface.co/second-state/ELYZA-japanese-Llama-2-13b-fast-instruct-GGUF/blob/main/ELYZA-japanese-Llama-2-13b-fast-instruct-Q3_K_L.gguf) | Q3_K_L | 3 | 7.01 GB| small, substantial quality loss |
| [ELYZA-japanese-Llama-2-13b-fast-instruct-Q3_K_M.gguf](https://huggingface.co/second-state/ELYZA-japanese-Llama-2-13b-fast-instruct-GGUF/blob/main/ELYZA-japanese-Llama-2-13b-fast-instruct-Q3_K_M.gguf) | Q3_K_M | 3 | 6.42 GB| very small, high quality loss |
| [ELYZA-japanese-Llama-2-13b-fast-instruct-Q3_K_S.gguf](https://huggingface.co/second-state/ELYZA-japanese-Llama-2-13b-fast-instruct-GGUF/blob/main/ELYZA-japanese-Llama-2-13b-fast-instruct-Q3_K_S.gguf) | Q3_K_S | 3 | 5.74 GB| very small, high quality loss |
| [ELYZA-japanese-Llama-2-13b-fast-instruct-Q4_0.gguf](https://huggingface.co/second-state/ELYZA-japanese-Llama-2-13b-fast-instruct-GGUF/blob/main/ELYZA-japanese-Llama-2-13b-fast-instruct-Q4_0.gguf)     | Q4_0   | 4 | 7.46 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
| [ELYZA-japanese-Llama-2-13b-fast-instruct-Q4_K_M.gguf](https://huggingface.co/second-state/ELYZA-japanese-Llama-2-13b-fast-instruct-GGUF/blob/main/ELYZA-japanese-Llama-2-13b-fast-instruct-Q4_K_M.gguf) | Q4_K_M | 4 | 7.96 GB| medium, balanced quality - recommended |
| [ELYZA-japanese-Llama-2-13b-fast-instruct-Q4_K_S.gguf](https://huggingface.co/second-state/ELYZA-japanese-Llama-2-13b-fast-instruct-GGUF/blob/main/ELYZA-japanese-Llama-2-13b-fast-instruct-Q4_K_S.gguf) | Q4_K_S | 4 | 7.5 GB| small, greater quality loss |
| [ELYZA-japanese-Llama-2-13b-fast-instruct-Q5_0.gguf](https://huggingface.co/second-state/ELYZA-japanese-Llama-2-13b-fast-instruct-GGUF/blob/main/ELYZA-japanese-Llama-2-13b-fast-instruct-Q5_0.gguf)     | Q5_0   | 5 | 9.07 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
| [ELYZA-japanese-Llama-2-13b-fast-instruct-Q5_K_M.gguf](https://huggingface.co/second-state/ELYZA-japanese-Llama-2-13b-fast-instruct-GGUF/blob/main/ELYZA-japanese-Llama-2-13b-fast-instruct-Q5_K_M.gguf) | Q5_K_M | 5 | 9.33 GB| large, very low quality loss - recommended |
| [ELYZA-japanese-Llama-2-13b-fast-instruct-Q5_K_S.gguf](https://huggingface.co/second-state/ELYZA-japanese-Llama-2-13b-fast-instruct-GGUF/blob/main/ELYZA-japanese-Llama-2-13b-fast-instruct-Q5_K_S.gguf) | Q5_K_S | 5 | 9.07 GB| large, low quality loss - recommended |
| [ELYZA-japanese-Llama-2-13b-fast-instruct-Q6_K.gguf](https://huggingface.co/second-state/ELYZA-japanese-Llama-2-13b-fast-instruct-GGUF/blob/main/ELYZA-japanese-Llama-2-13b-fast-instruct-Q6_K.gguf)     | Q6_K   | 6 | 10.8 GB| very large, extremely low quality loss |
| [ELYZA-japanese-Llama-2-13b-fast-instruct-Q8_0.gguf](https://huggingface.co/second-state/ELYZA-japanese-Llama-2-13b-fast-instruct-GGUF/blob/main/ELYZA-japanese-Llama-2-13b-fast-instruct-Q8_0.gguf)     | Q8_0   | 8 | 14 GB| very large, extremely low quality loss - not recommended |

{"language": ["ja", "en"], "license": "llama2", "library_name": "transformers", "model_name": "ELYZA-japanese-Llama-2-13b-fast-instruct", "base_model": "elyza/ELYZA-japanese-Llama-2-13b-fast-instruct", "inference": false, "model_creator": "elyza", "pipeline_tag": "text-generation", "quantized_by": "Second State Inc."}
transformers gguf text-generation ja en base_model:elyza/ELYZA-japanese-Llama-2-13b-fast-instruct license:llama2 region:us