lm-sys/FastChat

[Feature request] Support loading GGUF and GGML model format

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#2,410 opened on Sep 13, 2023

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 (5 comments) (7 reactions) (0 assignees)Python (4,736 forks)batch import
good first issue

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Description

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Research direction
Explore how GGUF/GGML model formats are loaded in other LLM serving frameworks (e.g., llama.cpp, Ollama). Identify the necessary changes in FastChat's model loader to support these formats. Focus on the `fastchat.model.model adapter` and related modules.
Tech stack
python
Domain
machine learningbackend
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
PythonFamiliarity with LLM model formats
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
50