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second-state/Llama-2-7B-Chat-GGUF
Llama-2-7B-Chat-GGUF is a text generation model from second-state. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama2.
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Downloads · 30 days
696
3% of all-time downloads
All-time downloads
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.gguf69.5 GB · 100%
From the Hugging Face model README
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
| 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 |