FuseChat 3.0

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FuseChat 3.0

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updated Jan 16

Preference Optimization for Implicit Model Fusion

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Weighted-Reward Preference Optimization for Implicit Model Fusion

Paper • 2412.03187 • Published Dec 4, 2024 • 12
FuseAI/FuseChat-Llama-3.1-8B-Instruct

Text Generation • 8B • Updated Mar 8 • 33 • 12

Note Final DPO version of FuseChat-3.0. Source LLMs: Gemma-2-27B-It, Mistral-Large-Instruct-2407, Qwen-2.5-72B-Instruct, and Llama-3.1-70B-Instruct. Target LLM: Llama-3.1-8B-Instruct.
FuseAI/FuseChat-Llama-3.2-3B-Instruct

3B • Updated Feb 7 • 411 • 7

Note Final DPO version of FuseChat-3.0. Source LLMs: Gemma-2-27B-It, Mistral-Large-Instruct-2407, Qwen-2.5-72B-Instruct, and Llama-3.1-70B-Instruct. Target LLM: Llama-3.2-3B-Instruct.
FuseAI/FuseChat-Llama-3.2-1B-Instruct

1B • Updated Feb 7 • 30 • 6

Note Final DPO version of FuseChat-3.0. Source LLMs: Gemma-2-27B-It, Mistral-Large-Instruct-2407, Qwen-2.5-72B-Instruct, and Llama-3.1-70B-Instruct. Target LLM: Llama-3.2-1B-Instruct.
FuseAI/FuseChat-Qwen-2.5-7B-Instruct

8B • Updated Feb 7 • 18 • 14

Note Final DPO version of FuseChat-3.0. Source LLMs: Gemma-2-27B-It, Mistral-Large-Instruct-2407, Qwen-2.5-72B-Instruct, and Llama-3.1-70B-Instruct. Target LLM: Qwen-2.5-7B-Instruct.
FuseAI/FuseChat-Gemma-2-9B-Instruct

9B • Updated Feb 7 • 15 • 7

Note Final DPO version of FuseChat-3.0. Source LLMs: Gemma-2-27B-It, Mistral-Large-Instruct-2407, Qwen-2.5-72B-Instruct, and Llama-3.1-70B-Instruct. Target LLM: Gemma-2-9B-Instruct.
FuseAI/FuseChat-Llama-3.1-8B-SFT

8B • Updated Feb 7 • 25 • 2

Note SFT version of FuseChat-3.0. Source LLMs: Gemma-2-27B-It, Mistral-Large-Instruct-2407, Qwen-2.5-72B-Instruct, and Llama-3.1-70B-Instruct. Target LLM: Llama-3.1-8B-Instruct.
FuseAI/FuseChat-Llama-3.2-3B-SFT

3B • Updated Feb 7 • 19 • 3

Note SFT version of FuseChat-3.0. Source LLMs: Gemma-2-27B-It, Mistral-Large-Instruct-2407, Qwen-2.5-72B-Instruct, and Llama-3.1-70B-Instruct. Target LLM: Llama-3.2-3B-Instruct.
FuseAI/FuseChat-Llama-3.2-1B-SFT

1B • Updated Feb 7 • 14

Note SFT version of FuseChat-3.0. Source LLMs: Gemma-2-27B-It, Mistral-Large-Instruct-2407, Qwen-2.5-72B-Instruct, and Llama-3.1-70B-Instruct. Target LLM: Llama-3.2-1B-Instruct.
FuseAI/FuseChat-Qwen-2.5-7B-SFT

8B • Updated Feb 7 • 2.65k • 2

Note SFT version of FuseChat-3.0. Source LLMs: Gemma-2-27B-It, Mistral-Large-Instruct-2407, Qwen-2.5-72B-Instruct, and Llama-3.1-70B-Instruct. Target LLM: Qwen-2.5-7B-Instruct.
FuseAI/FuseChat-Gemma-2-9B-SFT

9B • Updated Feb 7 • 11 • 4

Note SFT version of FuseChat-3.0. Source LLMs: Gemma-2-27B-It, Mistral-Large-Instruct-2407, Qwen-2.5-72B-Instruct, and Llama-3.1-70B-Instruct. Target LLM: Gemma-2-9B-Instruct.

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