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# Samantha-1.11-CodeLlama-34B-GGUF

## Original Model

[cognitivecomputations/Samantha-1.11-CodeLlama-34b](https://huggingface.co/cognitivecomputations/Samantha-1.11-CodeLlama-34b)

## 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: `vicuna-1.0-chat`

  - Prompt string

    ```text
    You are Samantha, a sentient AI companion.

    USER: <prompt>
    ASSISTANT:
    ```

- Run as LlamaEdge service

  ```bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:Samantha-1.11-CodeLlama-34b-ggml-model-q4_0.gguf llama-api-server.wasm -p vicuna-chat -s 'You are a helpful AI assistant.'
  ```

- Run as LlamaEdge command app

  ```bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:Samantha-1.11-CodeLlama-34b-ggml-model-q4_0.gguf llama-chat.wasm -p vicuna-chat -s 'You are a helpful AI assistant.'
  ```

## Quantized GGUF Models

| Name | Quant method | Bits | Size | Use case |
| ---- | ---- | ---- | ---- | ----- |
| [Samantha-1.11-CodeLlama-34b-Q2_K.gguf](https://huggingface.co/second-state/Samantha-1.11-CodeLlama-34B-GGUF/blob/main/Samantha-1.11-CodeLlama-34b-Q2_K.gguf)     | Q2_K   | 2 | 12.5 GB| smallest, significant quality loss - not recommended for most purposes |
| [Samantha-1.11-CodeLlama-34b-Q3_K_L.gguf](https://huggingface.co/second-state/Samantha-1.11-CodeLlama-34B-GGUF/blob/main/Samantha-1.11-CodeLlama-34b-Q3_K_L.gguf) | Q3_K_L | 3 | 17.8 GB| small, substantial quality loss |
| [Samantha-1.11-CodeLlama-34b-Q3_K_M.gguf](https://huggingface.co/second-state/Samantha-1.11-CodeLlama-34B-GGUF/blob/main/Samantha-1.11-CodeLlama-34b-Q3_K_M.gguf) | Q3_K_M | 3 | 16.3 GB| very small, high quality loss |
| [Samantha-1.11-CodeLlama-34b-Q3_K_S.gguf](https://huggingface.co/second-state/Samantha-1.11-CodeLlama-34B-GGUF/blob/main/Samantha-1.11-CodeLlama-34b-Q3_K_S.gguf) | Q3_K_S | 3 | 14.6 GB| very small, high quality loss |
| [Samantha-1.11-CodeLlama-34b-Q4_0.gguf](https://huggingface.co/second-state/Samantha-1.11-CodeLlama-34B-GGUF/blob/main/Samantha-1.11-CodeLlama-34b-Q4_0.gguf)     | Q4_0   | 4 | 19.1 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
| [Samantha-1.11-CodeLlama-34b-Q4_K_M.gguf](https://huggingface.co/second-state/Samantha-1.11-CodeLlama-34B-GGUF/blob/main/Samantha-1.11-CodeLlama-34b-Q4_K_M.gguf) | Q4_K_M | 4 | 20.2 GB| medium, balanced quality - recommended |
| [Samantha-1.11-CodeLlama-34b-Q4_K_S.gguf](https://huggingface.co/second-state/Samantha-1.11-CodeLlama-34B-GGUF/blob/main/Samantha-1.11-CodeLlama-34b-Q4_K_S.gguf) | Q4_K_S | 4 | 19.2 GB| small, greater quality loss |
| [Samantha-1.11-CodeLlama-34b-Q5_0.gguf](https://huggingface.co/second-state/Samantha-1.11-CodeLlama-34B-GGUF/blob/main/Samantha-1.11-CodeLlama-34b-Q5_0.gguf)     | Q5_0   | 5 | 23.2 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
| [Samantha-1.11-CodeLlama-34b-Q5_K_M.gguf](https://huggingface.co/second-state/Samantha-1.11-CodeLlama-34B-GGUF/blob/main/Samantha-1.11-CodeLlama-34b-Q5_K_M.gguf) | Q5_K_M | 5 | 23.8 GB| large, very low quality loss - recommended |
| [Samantha-1.11-CodeLlama-34b-Q5_K_S.gguf](https://huggingface.co/second-state/Samantha-1.11-CodeLlama-34B-GGUF/blob/main/Samantha-1.11-CodeLlama-34b-Q5_K_S.gguf) | Q5_K_S | 5 | 23.2 GB| large, low quality loss - recommended |
| [Samantha-1.11-CodeLlama-34b-Q6_K.gguf](https://huggingface.co/second-state/Samantha-1.11-CodeLlama-34B-GGUF/blob/main/Samantha-1.11-CodeLlama-34b-Q6_K.gguf)     | Q6_K   | 6 | 27.7 GB| very large, extremely low quality loss |
| [Samantha-1.11-CodeLlama-34b-Q8_0.gguf](https://huggingface.co/second-state/Samantha-1.11-CodeLlama-34B-GGUF/blob/main/Samantha-1.11-CodeLlama-34b-Q8_0.gguf)     | Q8_0   | 8 | 35.9 GB| very large, extremely low quality loss - not recommended |

{"language": ["en"], "license": "llama2", "datasets": ["ehartford/samantha-data"], "model_name": "Samantha 1.11 CodeLlama 34B", "base_model": "ehartford/Samantha-1.11-CodeLlama-34b", "inference": false, "model_creator": "Eric Hartford", "model_type": "llama", "pipeline_tag": "text-generation", "quantized_by": "Second State Inc."}
gguf text-generation en dataset:ehartford/samantha-data base_model:ehartford/Samantha-1.11-CodeLlama-34b license:llama2 region:us