Yi-1.5 GGUF Models
Collection
LlamaEdge compatible quants for Yi-1.5 chat models.
•
5 items
•
Updated
LlamaEdge version: v0.10.0 and above
Prompt template
Prompt type: chatml
Prompt string
<|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
wasmedge --dir .:. --nn-preload default:GGML:AUTO:Yi-1.5-6B-Chat-Q5_K_M.gguf \
llama-api-server.wasm \
--prompt-template chatml \
--reverse-prompt "<|im_end|>" \
--ctx-size 4096 \
--model-name Yi-1.5-6B-Chat
Run as LlamaEdge command app
wasmedge --dir .:. --nn-preload default:GGML:AUTO:Yi-1.5-6B-Chat-Q5_K_M.gguf \
llama-chat.wasm \
--prompt-template chatml \
--reverse-prompt "<|im_end|>" \
--ctx-size 4096
Name | Quant method | Bits | Size | Use case |
---|---|---|---|---|
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 | Q3_K_L | 3 | 3.24 GB | small, substantial quality loss |
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 | Q3_K_S | 3 | 2.71 GB | very small, high quality loss |
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 | Q4_K_M | 4 | 3.67 GB | medium, balanced quality - recommended |
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 | Q5_0 | 5 | 4.2 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
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 | Q5_K_S | 5 | 4.2 GB | large, low quality loss - recommended |
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 | Q8_0 | 8 | 6.44 GB | very large, extremely low quality loss - not recommended |
Yi-1.5-6B-Chat-f16.gguf | f16 | 16 | 12.1 GB |
Quantized with llama.cpp b3135
Base model
01-ai/Yi-1.5-6B-Chat