ggml-org/llama.cpp

Improve `cvector-generator`

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#8,724 opened on Jul 27, 2024

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 (34 comments) (1 reaction) (0 assignees)C++ (21,737 forks)batch import
enhancementgood first issuehelp wanted

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Description

Ref: https://github.com/ggerganov/llama.cpp/pull/7514

Note: I'm writing this for tracking, but people are free to do PRs if you have any ideas to share. I'm planning to do some of the tasks in August 2024.

Contributor guide

Research direction
Inspect the random direction issue in PCA method and the batch/multi sequence performance improvements. Review the linked PR #8069 for context.
Tech stack
cpp
Domain
backend
Issue type
Bug
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.
1-2 days
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.
Clear
Prerequisites
C++
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60