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Relm Alternatives
Similar projects and alternatives to relm
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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Constrained-Text-Generation-Studio
Code repo for "Most Language Models can be Poets too: An AI Writing Assistant and Constrained Text Generation Studio" at the (CAI2) workshop, jointly held at (COLING 2022)
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Chat-Markup-Language
This is a Repo defining a set of rules for ChatGPT to use when sending responses to a user
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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 relm alternative or higher similarity.
relm reviews and mentions
Posts with mentions or reviews of relm.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-08-14.
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Show HN: LLMs can generate valid JSON 100% of the time
I'm not sure how this is different than:
https://github.com/1rgs/jsonformer
or
https://github.com/newhouseb/clownfish
or
https://github.com/mkuchnik/relm
or
https://github.com/ggerganov/llama.cpp/pull/1773
or
https://github.com/Shopify/torch-grammar
Overall there are a ton of these logit based guidance systems, the reason they don't get tons of traction is the SOTA models are behind REST APIs that don't enable this fine-grained approach.
Those models perform so much better that people generally settle for just re-requesting until they get the correct format (and with GPT-4 that ends up being a fairly rare occurrence in my experience)
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CMU Researchers Introduce ReLM: An AI System For Validating And Querying LLMs Using Standard Regular Expressions
Github: https://github.com/mkuchnik/relm
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Jsonformer: A bulletproof way to generate structured output from LLMs
I have stumbled upon your repository a week ago and I have to say, great work and great ideas!
Another thing I thought about is integrating formatting for fields using a similar system. ISO-8601 dates comes immediately to mind but also number and currency formatting are other examples.
Probabilistic enums is another thing that I can think of that might be useful for fallback values, I am pretty sure there's a lot of work that can be done in this area, also for other parser kinds
related and highly recommended resource is https://github.com/mkuchnik/relm and https://arxiv.org/abs/2211.15458. It is a similar system used to validate LLMs using regexes, however built for completely different use cases. I imagine integrating regex checks to the output fields can also have a lot of use cases.
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A note from our sponsor - SaaSHub
www.saashub.com | 7 May 2024
Stats
Basic relm repo stats
3
86
5.1
11 months ago
mkuchnik/relm is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of relm is Python.
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