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Yi-1.5-6B-Chat-GGUF

Text Generation
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GGUF
llama
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- ---
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- base_model: 01-ai/Yi-1.5-6B-Chat
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- inference: false
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- license: other
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- license_link: LICENSE
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- license_name: yi-license
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- model_creator: 01-ai
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- model_name: Yi-1.5-6B-Chat
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- model_type: yi
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- pipeline_tag: text-generation
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- quantized_by: Second State Inc.
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- ---
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-
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- <!-- header start -->
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- <!-- 200823 -->
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- <div style="width: auto; margin-left: auto; margin-right: auto">
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- <img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;">
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- </div>
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- <hr style="margin-top: 1.0em; margin-bottom: 1.0em;">
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- <!-- header end -->
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-
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- # Yi-1.5-6B-Chat-GGUF
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-
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- ## Original Model
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-
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- [01-ai/Yi-1.5-6B-Chat](https://huggingface.co/01-ai/Yi-1.5-6B-Chat)
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-
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- ## Run with LlamaEdge
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-
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- - LlamaEdge version: [v0.10.0](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.10.0) and above
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-
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- - Prompt template
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-
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- - Prompt type: `chatml`
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-
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- - Prompt string
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-
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- ```text
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- <|im_start|>system
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- {system_message}<|im_end|>
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- <|im_start|>user
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- {prompt}<|im_end|>
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- <|im_start|>assistant
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- ```
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-
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- - Reverse prompt: `<|im_end|>`
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-
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- - Context size: `4096`
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-
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- - Run as LlamaEdge service
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-
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- ```bash
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- wasmedge --dir .:. --nn-preload default:GGML:AUTO:Yi-1.5-6B-Chat-Q5_K_M.gguf \
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- llama-api-server.wasm \
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- --prompt-template chatml \
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- --reverse-prompt '<|im_end|>' \
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- --ctx-size 4096 \
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- --model-name Yi-1.5-6B-Chat
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- ```
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-
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- - Run as LlamaEdge command app
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-
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- ```bash
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- wasmedge --dir .:. --nn-preload default:GGML:AUTO:Yi-1.5-6B-Chat-Q5_K_M.gguf \
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- llama-chat.wasm \
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- --prompt-template chatml \
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- --reverse-prompt '<|im_end|>' \
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- --ctx-size 4096
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- ```
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-
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- ## Quantized GGUF Models
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-
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- | Name | Quant method | Bits | Size | Use case |
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- | ---- | ---- | ---- | ---- | ----- |
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- | [Yi-1.5-6B-Chat-Q2_K.gguf](https://huggingface.co/second-state/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 |
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- | [Yi-1.5-6B-Chat-Q3_K_L.gguf](https://huggingface.co/second-state/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 |
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- | [Yi-1.5-6B-Chat-Q3_K_M.gguf](https://huggingface.co/second-state/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 |
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- | [Yi-1.5-6B-Chat-Q3_K_S.gguf](https://huggingface.co/second-state/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 |
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- | [Yi-1.5-6B-Chat-Q4_0.gguf](https://huggingface.co/second-state/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 |
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- | [Yi-1.5-6B-Chat-Q4_K_M.gguf](https://huggingface.co/second-state/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 |
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- | [Yi-1.5-6B-Chat-Q4_K_S.gguf](https://huggingface.co/second-state/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 |
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- | [Yi-1.5-6B-Chat-Q5_0.gguf](https://huggingface.co/second-state/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 |
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- | [Yi-1.5-6B-Chat-Q5_K_M.gguf](https://huggingface.co/second-state/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 |
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- | [Yi-1.5-6B-Chat-Q5_K_S.gguf](https://huggingface.co/second-state/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 |
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- | [Yi-1.5-6B-Chat-Q6_K.gguf](https://huggingface.co/second-state/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 |
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- | [Yi-1.5-6B-Chat-Q8_0.gguf](https://huggingface.co/second-state/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 |
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- | [Yi-1.5-6B-Chat-f16.gguf](https://huggingface.co/second-state/Yi-1.5-6B-Chat-GGUF/blob/main/Yi-1.5-6B-Chat-f16.gguf) | f16 | 16 | 12.1 GB| |
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-
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- *Quantized with llama.cpp b2824*
 
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+ ---
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+ base_model: 01-ai/Yi-1.5-6B-Chat
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+ inference: false
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+ license: other
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+ license_link: LICENSE
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+ license_name: yi-license
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+ model_creator: 01-ai
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+ model_name: Yi-1.5-6B-Chat
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+ model_type: yi
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+ pipeline_tag: text-generation
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+ quantized_by: Second State Inc.
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+ ---
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+
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+ <!-- header start -->
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+ <!-- 200823 -->
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+ <div style="width: auto; margin-left: auto; margin-right: auto">
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+ <img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;">
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+ </div>
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+ <hr style="margin-top: 1.0em; margin-bottom: 1.0em;">
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+ <!-- header end -->
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+
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+ # Yi-1.5-6B-Chat-GGUF
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+
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+ ## Original Model
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+
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+ [01-ai/Yi-1.5-6B-Chat](https://huggingface.co/01-ai/Yi-1.5-6B-Chat)
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+
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+ ## Run with LlamaEdge
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+
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+ - LlamaEdge version: [v0.10.0](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.10.0) and above
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+
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+ - Prompt template
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+
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+ - Prompt type: `chatml`
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+
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+ - Prompt string
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+
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+ ```text
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+ <|im_start|>system
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+ {system_message}<|im_end|>
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+ <|im_start|>user
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+ {prompt}<|im_end|>
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+ <|im_start|>assistant
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+ ```
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+
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+ - Context size: `4096`
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+
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+ - Run as LlamaEdge service
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+
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+ ```bash
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+ wasmedge --dir .:. --nn-preload default:GGML:AUTO:Yi-1.5-6B-Chat-Q5_K_M.gguf \
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+ llama-api-server.wasm \
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+ --prompt-template chatml \
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+ --ctx-size 4096 \
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+ --model-name Yi-1.5-6B-Chat
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+ ```
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+
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+ - Run as LlamaEdge command app
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+
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+ ```bash
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+ wasmedge --dir .:. --nn-preload default:GGML:AUTO:Yi-1.5-6B-Chat-Q5_K_M.gguf \
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+ llama-chat.wasm \
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+ --prompt-template chatml \
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+ --ctx-size 4096
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+ ```
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+
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+ ## Quantized GGUF Models
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+
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+ | Name | Quant method | Bits | Size | Use case |
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+ | ---- | ---- | ---- | ---- | ----- |
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+ | [Yi-1.5-6B-Chat-Q2_K.gguf](https://huggingface.co/second-state/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 |
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+ | [Yi-1.5-6B-Chat-Q3_K_L.gguf](https://huggingface.co/second-state/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 |
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+ | [Yi-1.5-6B-Chat-Q3_K_M.gguf](https://huggingface.co/second-state/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 |
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+ | [Yi-1.5-6B-Chat-Q3_K_S.gguf](https://huggingface.co/second-state/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 |
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+ | [Yi-1.5-6B-Chat-Q4_0.gguf](https://huggingface.co/second-state/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 |
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+ | [Yi-1.5-6B-Chat-Q4_K_M.gguf](https://huggingface.co/second-state/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 |
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+ | [Yi-1.5-6B-Chat-Q4_K_S.gguf](https://huggingface.co/second-state/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 |
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+ | [Yi-1.5-6B-Chat-Q5_0.gguf](https://huggingface.co/second-state/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 |
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+ | [Yi-1.5-6B-Chat-Q5_K_M.gguf](https://huggingface.co/second-state/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 |
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+ | [Yi-1.5-6B-Chat-Q5_K_S.gguf](https://huggingface.co/second-state/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 |
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+ | [Yi-1.5-6B-Chat-Q6_K.gguf](https://huggingface.co/second-state/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 |
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+ | [Yi-1.5-6B-Chat-Q8_0.gguf](https://huggingface.co/second-state/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 |
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+ | [Yi-1.5-6B-Chat-f16.gguf](https://huggingface.co/second-state/Yi-1.5-6B-Chat-GGUF/blob/main/Yi-1.5-6B-Chat-f16.gguf) | f16 | 16 | 12.1 GB| |
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+
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+ *Quantized with llama.cpp b2824*