Llama-2-7B-Chat-GGUF
Original Model
Run with LlamaEdge
-
LlamaEdge version: v0.2.8 and above
-
Prompt template
-
Prompt type:
llama-2-chat -
Prompt string
<s>[INST] <<SYS>> {{ system_prompt }} <</SYS>> {{ user_msg_1 }} [/INST] {{ model_answer_1 }} </s><s>[INST] {{ user_msg_2 }} [/INST]
-
-
Context size:
4096 -
Run as LlamaEdge service
wasmedge --dir .:. --nn-preload default:GGML:AUTO:Llama-2-7b-chat-hf-Q5_K_M.gguf \ llama-api-server.wasm \ --prompt-template llama-2-chat \ --ctx-size 4096 \ --model-name llama-2-7b-chat -
Run as LlamaEdge command app
wasmedge --dir .:. --nn-preload default:GGML:AUTO:Llama-2-7b-chat-hf-Q5_K_M.gguf \ llama-chat.wasm \ --prompt-template llama-2-chat \ --ctx-size 4096
Quantized GGUF Models
| Name | Quant method | Bits | Size | Use case |
|---|---|---|---|---|
| Llama-2-7b-chat-hf-Q2_K.gguf | Q2_K | 2 | 2.83 GB | smallest, significant quality loss - not recommended for most purposes |
| Llama-2-7b-chat-hf-Q3_K_L.gguf | Q3_K_L | 3 | 3.6 GB | small, substantial quality loss |
| Llama-2-7b-chat-hf-Q3_K_M.gguf | Q3_K_M | 3 | 3.3 GB | very small, high quality loss |
| Llama-2-7b-chat-hf-Q3_K_S.gguf | Q3_K_S | 3 | 2.95 GB | very small, high quality loss |
| Llama-2-7b-chat-hf-Q4_0.gguf | Q4_0 | 4 | 3.83 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
| Llama-2-7b-chat-hf-Q4_K_M.gguf | Q4_K_M | 4 | 4.08 GB | medium, balanced quality - recommended |
| Llama-2-7b-chat-hf-Q4_K_S.gguf | Q4_K_S | 4 | 3.86 GB | small, greater quality loss |
| Llama-2-7b-chat-hf-Q5_0.gguf | Q5_0 | 5 | 4.65 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
| Llama-2-7b-chat-hf-Q5_K_M.gguf | Q5_K_M | 5 | 4.78 GB | large, very low quality loss - recommended |
| Llama-2-7b-chat-hf-Q5_K_S.gguf | Q5_K_S | 5 | 4.65 GB | large, low quality loss - recommended |
| Llama-2-7b-chat-hf-Q6_K.gguf | Q6_K | 6 | 5.53 GB | very large, extremely low quality loss |
| Llama-2-7b-chat-hf-Q8_0.gguf | Q8_0 | 8 | 7.16 GB | very large, extremely low quality loss - not recommended |
| Llama-2-7b-chat-hf-f16.gguf | f16 | 16 | 13.5 GB |