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SaaSHub
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better instructor-embedding alternative or higher similarity.
instructor-embedding reviews and mentions
Posts with mentions or reviews of instructor-embedding.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-07-10.
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My experience on starting with fine tuning LLMs with custom data
If you li embeddings and vector DB, you should look into this: https://github.com/HKUNLP/instructor-embedding
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Build Personal ChatGPT Using Your Data
If you look at a embeddings leaderboard [1], one of the top competitors called InstructorXL [2] is just a pip install away. It's neck and neck with Ada v2 except for a shorter input length and half the dimensions, with the added benefit that you'll always have the model available.
Most of the other options just work with the transformers library.
[1] https://huggingface.co/spaces/mteb/leaderboard
[2] https://github.com/HKUNLP/instructor-embedding
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I've made a customisable SMS personal assistant which has infinite and persistent semantic memory.
Use instructor-embedding to to make it 100% local and even maybe quick relationship lookup (embed relationship info with sentiment analysis instruction)
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Whisper Transcription Formatting
First.I believe having srt subtitles as whisper result would be better.Essentially you don't need just a list of words like YouTube does.You need something more structured.I don't remember what whisper outputs so I might be wrong.There is whisperx for that as example. And then maybe use gpt index over it.Or something like instructor model That can work.
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A note from our sponsor - WorkOS
workos.com | 24 Apr 2024
Stats
Basic instructor-embedding repo stats
4
1,695
6.1
11 days ago
xlang-ai/instructor-embedding is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of instructor-embedding is Python.
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