|
---
|
|
base_model: 01-ai/Yi-Coder-1.5B-Chat
|
|
inference: false
|
|
model_creator: 01-ai
|
|
model_name: Yi-Coder-1.5B-Chat
|
|
model_type: yi
|
|
pipeline_tag: text-generation
|
|
quantized_by: Second State Inc.
|
|
license: apache-2.0
|
|
---
|
|
|
|
<!-- header start -->
|
|
<!-- 200823 -->
|
|
<div style="width: auto; margin-left: auto; margin-right: auto">
|
|
<img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;">
|
|
</div>
|
|
<hr style="margin-top: 1.0em; margin-bottom: 1.0em;">
|
|
<!-- header end -->
|
|
|
|
# Yi-Coder-1.5B-Chat-GGUF
|
|
|
|
## Original Model
|
|
|
|
[01-ai/Yi-Coder-1.5B-Chat](https://huggingface.co./01-ai/Yi-Coder-1.5B-Chat)
|
|
|
|
## Run with LlamaEdge
|
|
|
|
<!-- - LlamaEdge version: [v0.14.1](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.14.1) and above -->
|
|
|
|
- LlamaEdge version: coming soon
|
|
|
|
- Prompt template
|
|
|
|
- Prompt type: `chatml`
|
|
|
|
- Prompt string
|
|
|
|
```text
|
|
<|im_start|>system
|
|
{system_message}<|im_end|>
|
|
<|im_start|>user
|
|
{prompt}<|im_end|>
|
|
<|im_start|>assistant
|
|
```
|
|
|
|
- Reverse prompt: `<|im_end|>`
|
|
|
|
- Context size: `4096`
|
|
|
|
- Run as LlamaEdge service
|
|
|
|
```bash
|
|
wasmedge --dir .:. --nn-preload default:GGML:AUTO:Yi-Coder-1.5B-Chat-Q5_K_M.gguf \
|
|
llama-api-server.wasm \
|
|
--prompt-template chatml \
|
|
--reverse-prompt "<|im_end|>" \
|
|
--ctx-size 4096 \
|
|
--model-name Yi-Coder-1.5B-Chat
|
|
```
|
|
|
|
- Run as LlamaEdge command app
|
|
|
|
```bash
|
|
wasmedge --dir .:. --nn-preload default:GGML:AUTO:Yi-Coder-1.5B-Chat-Q5_K_M.gguf \
|
|
llama-chat.wasm \
|
|
--prompt-template chatml \
|
|
--reverse-prompt "<|im_end|>" \
|
|
--ctx-size 4096
|
|
```
|
|
|
|
## Quantized GGUF Models
|
|
|
|
| Name | Quant method | Bits | Size | Use case |
|
|
| ---- | ---- | ---- | ---- | ----- |
|
|
| [Yi-Coder-1.5B-Chat-Q2_K.gguf](https://huggingface.co./second-state/Yi-Coder-1.5B-Chat-GGUF/blob/main/Yi-Coder-1.5B-Chat-Q2_K.gguf) | Q2_K | 2 | 635 MB| smallest, significant quality loss - not recommended for most purposes |
|
|
| [Yi-Coder-1.5B-Chat-Q3_K_L.gguf](https://huggingface.co./second-state/Yi-Coder-1.5B-Chat-GGUF/blob/main/Yi-Coder-1.5B-Chat-Q3_K_L.gguf) | Q3_K_L | 3 | 826 MB| small, substantial quality loss |
|
|
| [Yi-Coder-1.5B-Chat-Q3_K_M.gguf](https://huggingface.co./second-state/Yi-Coder-1.5B-Chat-GGUF/blob/main/Yi-Coder-1.5B-Chat-Q3_K_M.gguf) | Q3_K_M | 3 | 768 MB| very small, high quality loss |
|
|
| [Yi-Coder-1.5B-Chat-Q3_K_S.gguf](https://huggingface.co./second-state/Yi-Coder-1.5B-Chat-GGUF/blob/main/Yi-Coder-1.5B-Chat-Q3_K_S.gguf) | Q3_K_S | 3 | 723 MB| very small, high quality loss |
|
|
| [Yi-Coder-1.5B-Chat-Q4_0.gguf](https://huggingface.co./second-state/Yi-Coder-1.5B-Chat-GGUF/blob/main/Yi-Coder-1.5B-Chat-Q4_0.gguf) | Q4_0 | 4 | 866 MB| legacy; small, very high quality loss - prefer using Q3_K_M |
|
|
| [Yi-Coder-1.5B-Chat-Q4_K_M.gguf](https://huggingface.co./second-state/Yi-Coder-1.5B-Chat-GGUF/blob/main/Yi-Coder-1.5B-Chat-Q4_K_M.gguf) | Q4_K_M | 4 | 964 MB| medium, balanced quality - recommended |
|
|
| [Yi-Coder-1.5B-Chat-Q4_K_S.gguf](https://huggingface.co./second-state/Yi-Coder-1.5B-Chat-GGUF/blob/main/Yi-Coder-1.5B-Chat-Q4_K_S.gguf) | Q4_K_S | 4 | 904 MB| small, greater quality loss |
|
|
| [Yi-Coder-1.5B-Chat-Q5_0.gguf](https://huggingface.co./second-state/Yi-Coder-1.5B-Chat-GGUF/blob/main/Yi-Coder-1.5B-Chat-Q5_0.gguf) | Q5_0 | 5 | 1.03 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
|
|
| [Yi-Coder-1.5B-Chat-Q5_K_M.gguf](https://huggingface.co./second-state/Yi-Coder-1.5B-Chat-GGUF/blob/main/Yi-Coder-1.5B-Chat-Q5_K_M.gguf) | Q5_K_M | 5 | 1.10 GB| large, very low quality loss - recommended |
|
|
| [Yi-Coder-1.5B-Chat-Q5_K_S.gguf](https://huggingface.co./second-state/Yi-Coder-1.5B-Chat-GGUF/blob/main/Yi-Coder-1.5B-Chat-Q5_K_S.gguf) | Q5_K_S | 5 | 1.05 GB| large, low quality loss - recommended |
|
|
| [Yi-Coder-1.5B-Chat-Q6_K.gguf](https://huggingface.co./second-state/Yi-Coder-1.5B-Chat-GGUF/blob/main/Yi-Coder-1.5B-Chat-Q6_K.gguf) | Q6_K | 6 | 1.28 GB| very large, extremely low quality loss |
|
|
| [Yi-Coder-1.5B-Chat-Q8_0.gguf](https://huggingface.co./second-state/Yi-Coder-1.5B-Chat-GGUF/blob/main/Yi-Coder-1.5B-Chat-Q8_0.gguf) | Q8_0 | 8 | 1.57 GB| very large, extremely low quality loss - not recommended |
|
|
| [Yi-Coder-1.5B-Chat-f16.gguf](https://huggingface.co./second-state/Yi-Coder-1.5B-Chat-GGUF/blob/main/Yi-Coder-1.5B-Chat-f16.gguf) | f16 | 16 | 2.95 GB| |
|
|
|
|
*Quantized with llama.cpp b3613* |
