metadata

language:
  - en
license: other
license_name: llama3
model_name: Llama-3-Instruct-8B-SimPO
base_model: princeton-nlp/Llama-3-Instruct-8B-SimPO
inference: false
model_creator: princeton-nlp
model_type: llama
pipeline_tag: text-generation
quantized_by: Second State Inc.

Llama-3-Instruct-8B-SimPO-GGUF

Original Model

princeton-nlp/Llama-3-Instruct-8B-SimPO

Run with LlamaEdge

LlamaEdge version: v0.11.2

Prompt template

Prompt type: llama-3-chat

Prompt string

<|begin_of_text|><|start_header_id|>system<|end_header_id|>

{{ system_prompt }}<|eot_id|><|start_header_id|>user<|end_header_id|>

{{ user_message_1 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|>

{{ model_answer_1 }}<|eot_id|><|start_header_id|>user<|end_header_id|>

{{ user_message_2 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|>

Context size: 4096

Run as LlamaEdge service

wasmedge --dir .:. --nn-preload default:GGML:AUTO:Llama-3-Instruct-8B-SimPO-Q5_K_M.gguf \
  llama-api-server.wasm \
  --prompt-template llama-3-chat \
  --ctx-size 4096 \
  --model-name Llama-3-8b

Run as LlamaEdge command app

wasmedge --dir .:. --nn-preload default:GGML:AUTO:Llama-3-Instruct-8B-SimPO-Q5_K_M.gguf \
  llama-chat.wasm \
  --prompt-template llama-3-chat \
  --ctx-size 4096

Quantized GGUF Models

Name	Quant method	Bits	Size	Use case
Llama-3-Instruct-8B-SimPO-Q2_K.gguf	Q2_K	2	3.18 GB	smallest, significant quality loss - not recommended for most purposes
Llama-3-Instruct-8B-SimPO-Q3_K_L.gguf	Q3_K_L	3	4.32 GB	small, substantial quality loss
Llama-3-Instruct-8B-SimPO-Q3_K_M.gguf	Q3_K_M	3	4.02 GB	very small, high quality loss
Llama-3-Instruct-8B-SimPO-Q3_K_S.gguf	Q3_K_S	3	3.66 GB	very small, high quality loss
Llama-3-Instruct-8B-SimPO-Q4_0.gguf	Q4_0	4	4.66 GB	legacy; small, very high quality loss - prefer using Q3_K_M
Llama-3-Instruct-8B-SimPO-Q4_K_M.gguf	Q4_K_M	4	4.92 GB	medium, balanced quality - recommended
Llama-3-Instruct-8B-SimPO-Q4_K_S.gguf	Q4_K_S	4	4.69 GB	small, greater quality loss
Llama-3-Instruct-8B-SimPO-Q5_0.gguf	Q5_0	5	5.6 GB	legacy; medium, balanced quality - prefer using Q4_K_M
Llama-3-Instruct-8B-SimPO-Q5_K_M.gguf	Q5_K_M	5	5.73 GB	large, very low quality loss - recommended
Llama-3-Instruct-8B-SimPO-Q5_K_S.gguf	Q5_K_S	5	5.6 GB	large, low quality loss - recommended
Llama-3-Instruct-8B-SimPO-Q6_K.gguf	Q6_K	6	6.6 GB	very large, extremely low quality loss
Llama-3-Instruct-8B-SimPO-Q8_0.gguf	Q8_0	8	8.54 GB	very large, extremely low quality loss - not recommended
Llama-3-Instruct-8B-SimPO-f16.gguf	f16	16	16.1 GB

Quantized with llama.cpp b2963.