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---
base_model: 01-ai/Yi-1.5-6B-Chat
inference: false
license: other
license_link: LICENSE
license_name: yi-license
model_creator: 01-ai
model_name: Yi-1.5-6B-Chat
model_type: yi
pipeline_tag: text-generation
quantized_by: Second State Inc.
---
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<img src="https://github.com/GaiaNet-AI/.github/assets/45785633/d6976adc-f97d-4f86-a648-0f2f5c8e7eee" style="width: 100%; min-width: 400px; display: block; margin: auto;">
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# Yi-1.5-6B-Chat-GGUF
## Original Model
[01-ai/Yi-1.5-6B-Chat](https://huggingface.co/01-ai/Yi-1.5-6B-Chat)
## Run with Gaianet
**Prompt template:**
prompt template: `chatml`
**Reverse prompt**
reverse prompt: `<|im_end|>`
**Context size:**
chat_ctx_size: `4096`
**Run with GaiaNet:**
- Quick start: https://docs.gaianet.ai/node-guide/quick-start
- Customize your node: https://docs.gaianet.ai/node-guide/customize
## Quantized GGUF Models
| Name | Quant method | Bits | Size | Use case |
| ---- | ---- | ---- | ---- | ----- |
| [Yi-1.5-6B-Chat-Q2_K.gguf](https://huggingface.co/gaianet/Yi-1.5-6B-Chat-GGUF/blob/main/Yi-1.5-6B-Chat-Q2_K.gguf) | Q2_K | 2 | 2.34 GB| smallest, significant quality loss - not recommended for most purposes |
| [Yi-1.5-6B-Chat-Q3_K_L.gguf](https://huggingface.co/gaianet/Yi-1.5-6B-Chat-GGUF/blob/main/Yi-1.5-6B-Chat-Q3_K_L.gguf) | Q3_K_L | 3 | 3.24 GB| small, substantial quality loss |
| [Yi-1.5-6B-Chat-Q3_K_M.gguf](https://huggingface.co/gaianet/Yi-1.5-6B-Chat-GGUF/blob/main/Yi-1.5-6B-Chat-Q3_K_M.gguf) | Q3_K_M | 3 | 2.99 GB| very small, high quality loss |
| [Yi-1.5-6B-Chat-Q3_K_S.gguf](https://huggingface.co/gaianet/Yi-1.5-6B-Chat-GGUF/blob/main/Yi-1.5-6B-Chat-Q3_K_S.gguf) | Q3_K_S | 3 | 2.71 GB| very small, high quality loss |
| [Yi-1.5-6B-Chat-Q4_0.gguf](https://huggingface.co/gaianet/Yi-1.5-6B-Chat-GGUF/blob/main/Yi-1.5-6B-Chat-Q4_0.gguf) | Q4_0 | 4 | 3.48 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
| [Yi-1.5-6B-Chat-Q4_K_M.gguf](https://huggingface.co/gaianet/Yi-1.5-6B-Chat-GGUF/blob/main/Yi-1.5-6B-Chat-Q4_K_M.gguf) | Q4_K_M | 4 | 3.67 GB| medium, balanced quality - recommended |
| [Yi-1.5-6B-Chat-Q4_K_S.gguf](https://huggingface.co/gaianet/Yi-1.5-6B-Chat-GGUF/blob/main/Yi-1.5-6B-Chat-Q4_K_S.gguf) | Q4_K_S | 4 | 3.5 GB| small, greater quality loss |
| [Yi-1.5-6B-Chat-Q5_0.gguf](https://huggingface.co/gaianet/Yi-1.5-6B-Chat-GGUF/blob/main/Yi-1.5-6B-Chat-Q5_0.gguf) | Q5_0 | 5 | 4.2 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
| [Yi-1.5-6B-Chat-Q5_K_M.gguf](https://huggingface.co/gaianet/Yi-1.5-6B-Chat-GGUF/blob/main/Yi-1.5-6B-Chat-Q5_K_M.gguf) | Q5_K_M | 5 | 4.3 GB| large, very low quality loss - recommended |
| [Yi-1.5-6B-Chat-Q5_K_S.gguf](https://huggingface.co/gaianet/Yi-1.5-6B-Chat-GGUF/blob/main/Yi-1.5-6B-Chat-Q5_K_S.gguf) | Q5_K_S | 5 | 4.2 GB| large, low quality loss - recommended |
| [Yi-1.5-6B-Chat-Q6_K.gguf](https://huggingface.co/gaianet/Yi-1.5-6B-Chat-GGUF/blob/main/Yi-1.5-6B-Chat-Q6_K.gguf) | Q6_K | 6 | 4.97 GB| very large, extremely low quality loss |
| [Yi-1.5-6B-Chat-Q8_0.gguf](https://huggingface.co/gaianet/Yi-1.5-6B-Chat-GGUF/blob/main/Yi-1.5-6B-Chat-Q8_0.gguf) | Q8_0 | 8 | 6.44 GB| very large, extremely low quality loss - not recommended |
| [Yi-1.5-6B-Chat-f16.gguf](https://huggingface.co/gaianet/Yi-1.5-6B-Chat-GGUF/blob/main/Yi-1.5-6B-Chat-f16.gguf) | f16 | 16 | 12.1 GB| |
*Quantized with llama.cpp b2824*
|