awslabs / awslabs/keys_values

Consider modern RoPE variants

Open
#131 0 comments 0 reactions 0 assignees View on GitHub
enhancement good first issue
Dominant language
Python
Stars
18
Forks
8
PR merge metrics
No merged PRs in 30d

Description

**Is your feature request related to a problem? Please describe.**
Currently, the library support YaRN. There have been several developments, such as LongRoPE, LongRoPE2, or middle-focused position encoding. Should be supported here as well.

**Describe the solution you'd like**
Research recent work (LongRoPE, LongRoPE2, middle-focused PE). If it makes sense, implement it.

Contributor guide

Open the contributing guide

Research direction

Start by locating the library's existing YaRN support and understanding how positional encoding variants are integrated. Research LongRoPE, LongRoPE2, and middle-focused position encoding, then determine which are suitable to implement. Done means an agreed scope and working support for the selected variants, with validation that existing YaRN behavior remains intact.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Quiet
Clarity
Needs clarification
Newbie friendliness
25/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.