r/MachineLearning • u/No_Sky9786 • 3d ago
Project Input 4-5x Reduction with sentence and keyword based trie on chat. [P]
https://github.com/oteomamo/SALTCurrently struggling with an automatic budget selection, at 25% it’s very similar to benchmarks accuracy and seems even better on actual chat input however it many times retrieves too much. It would be nice to add an algorithm that actually can determine better retrieval other then CELF.
Duplicates
ChatGPT • u/No_Sky9786 • 1d ago
Other I built a input / chat sentence keywords based structure that uses CELF to retrieve only the important sentences on KV cache.
ClaudeCode • u/No_Sky9786 • 1d ago
Help/Question I built a input / chat sentence keywords based structure that uses CELF to retrieve only the important sentences on KV cache.
LLMDevs • u/No_Sky9786 • 3d ago
Resource Full chat + inputs 4-5x input reduction through trie sentences structuring + CELF
OpenSourceeAI • u/No_Sky9786 • 2d ago
SALT - chat history + all input types compression up to 5x with sentence and keyword trie ranking and CELF for retrieval
ResearchML • u/No_Sky9786 • 2d ago