---
base_model: codellama/CodeLlama-70b-Instruct-hf
license: llama2
model_creator: codellama
model_name: CodeLlama 70B Instruct
pipeline_tag: text-generation
quantized_by: Second State Inc.
language:
- code
tags:
- llama-2
---
# CodeLlama-70b-Instruct-hf-GGUF
## Original Model
[codellama/CodeLlama-70b-Instruct-hf](https://huggingface.co/codellama/CodeLlama-70b-Instruct-hf)
## Run with LlamaEdge
- LlamaEdge version: coming soon
- Prompt template
- Prompt type: `codellama-super-instruct`
- Prompt string
```text
Source: system\n\n {system_prompt} Source: user\n\n {user_message_1} Source: assistant\n\n {ai_message_1} Source: user\n\n {user_message_2} Source: assistant\nDestination: user\n\n
```
- Run as LlamaEdge command app
```bash
wasmedge --dir .:. --nn-preload default:GGML:AUTO:CodeLlama-70b-Instruct-hf-Q5_K_M.gguf llama-chat.wasm -p codellama-super-instruct --log-prompts -c 4096
```
## Quantized GGUF Models
| Name | Quant method | Bits | Size | Use case |
| ---- | ---- | ---- | ---- | ----- |
| [CodeLlama-70b-Instruct-hf-Q2_K.gguf](https://huggingface.co/second-state/CodeLlama-70b-Instruct-hf-GGUF/blob/main/CodeLlama-70b-Instruct-hf-Q2_K.gguf) | Q2_K | 2 | 25.5 GB| smallest, significant quality loss - not recommended for most purposes |
| [CodeLlama-70b-Instruct-hf-Q3_K_L.gguf](https://huggingface.co/second-state/CodeLlama-70b-Instruct-hf-GGUF/blob/main/CodeLlama-70b-Instruct-hf-Q3_K_L.gguf) | Q3_K_L | 3 | 36.1 GB| small, substantial quality loss |
| [CodeLlama-70b-Instruct-hf-Q3_K_M.gguf](https://huggingface.co/second-state/CodeLlama-70b-Instruct-hf-GGUF/blob/main/CodeLlama-70b-Instruct-hf-Q3_K_M.gguf) | Q3_K_M | 3 | 32.5 GB| very small, high quality loss |
| [CodeLlama-70b-Instruct-hf-Q5_K_M.gguf](https://huggingface.co/second-state/CodeLlama-70b-Instruct-hf-GGUF/blob/main/CodeLlama-70b-Instruct-hf-Q5_K_M.gguf) | Q5_K_M | 5 | 48.8 GB| large, very low quality loss - recommended |