microsoft / classy-fireLinks
Classy-fire is multiclass text classification approach leveraging OpenAI LLM model APIs optimally using clever parameter tuning and prompting.
β79Updated last year
Alternatives and similar repositories for classy-fire
Users that are interested in classy-fire are comparing it to the libraries listed below
Sorting:
- π Datasets and models for instruction-tuningβ238Updated last year
- Completion After Prompt Probability. Make your LLM make a choiceβ80Updated 10 months ago
- Reward Model framework for LLM RLHFβ61Updated 2 years ago
- RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo rankerβ117Updated this week
- AuditNLG: Auditing Generative AI Language Modeling for Trustworthinessβ102Updated 7 months ago
- Based on the tree of thoughts paperβ48Updated 2 years ago
- Classify data instantly using an LLMβ277Updated last year
- Evaluating tool-augmented LLMs in conversation settingsβ88Updated last year
- β62Updated last year
- π Reference-Free automatic summarization evaluation with potential hallucination detectionβ103Updated last year
- Lightweight demos for finetuning LLMs. Powered by π€ transformers and open-source datasets.β78Updated 11 months ago
- β94Updated 9 months ago
- Notebooks for training universal 0-shot classifiers on many different tasksβ137Updated 8 months ago
- Code of ICLR paper: https://openreview.net/forum?id=-cqvvvb-NkIβ94Updated 2 years ago
- A multi-purpose toolkit for table-to-text generation: web interface, Python bindings, CLI commands.β56Updated last year
- Self-verification for LLMs.β65Updated 2 years ago
- β48Updated last year
- The Official Repository for "Bring Your Own Data! Self-Supervised Evaluation for Large Language Models"β107Updated last year
- Datasets collection and preprocessings framework for NLP extreme multitask learningβ186Updated 2 months ago
- Fact-checking LLM outputs with self-askβ303Updated last year
- This repository implements the chain of verification paper by Meta AIβ177Updated last year
- Resources related to EACL 2023 paper "SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domainβ¦β52Updated 2 years ago
- ReLM is a Regular Expression engine for Language Modelsβ106Updated 2 years ago
- OpenAlpaca: A Fully Open-Source Instruction-Following Model Based On OpenLLaMAβ302Updated 2 years ago
- Fast & more realistic evaluation of chat language models. Includes leaderboard.β188Updated last year
- Supervised instruction finetuning for LLM with HF trainer and Deepspeedβ35Updated 2 years ago
- Benchmark various LLM Structured Output frameworks: Instructor, Mirascope, Langchain, LlamaIndex, Fructose, Marvin, Outlines, etc on taskβ¦β178Updated 11 months ago
- Code and data for "StructLM: Towards Building Generalist Models for Structured Knowledge Grounding" (COLM 2024)β75Updated 11 months ago
- Small finetuned LLMs for a diverse set of useful tasksβ128Updated 2 years ago
- Seahorse is a dataset for multilingual, multi-faceted summarization evaluation. It consists of 96K summaries with human ratings along 6 qβ¦β89Updated last year