Alternatives and similar repositories for awesome_role_of_small_models

Users that are interested in awesome_role_of_small_models are comparing it to the libraries listed below

• clinicalml / co-llm
  Co-LLM: Learning to Decode Collaboratively with Multiple Language Models
  ☆123Updated last year
• liuqi6777 / llm4ranking
  Large language models for document ranking.
  ☆71Updated last month
• tianyi-lab / MoE-Embedding
  [ICLR 2025 Oral] "Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free"
  ☆82Updated last year
• LLM360 / Analysis360
  Open Implementations of LLM Analyses
  ☆107Updated last year
• salesforce / summary-of-a-haystack
  Codebase accompanying the Summary of a Haystack paper.
  ☆79Updated last year
• Raibows / Learn-to-Reason
  Code for "Democratizing Reasoning Ability: Tailored Learning from Large Language Model", EMNLP 2023
  ☆36Updated last year
• David-Li0406 / Preference-Leakage
  ☆52Updated 6 months ago
• jakespringer / echo-embeddings
  ☆157Updated last year
• yueyu1030 / AttrPrompt
  [NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.
  ☆156Updated 2 years ago
• cxcscmu / RAGViz
  Official repository for RAGViz: Diagnose and Visualize Retrieval-Augmented Generation [EMNLP 2024]
  ☆88Updated 10 months ago
• SqueezeAILab / LLM2LLM
  [ACL 2024] LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement
  ☆191Updated last year
• OpenMatch / ThinkNote
  This is the code repo for our paper "Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognitio…
  ☆111Updated last month
• trapoom555 / Language-Model-STS-CFT
  Improving Text Embedding of Language Models Using Contrastive Fine-tuning
  ☆65Updated last year
• princeton-nlp / LitSearch
  [EMNLP 2024] A Retrieval Benchmark for Scientific Literature Search
  ☆101Updated last year
• bespokelabsai / verifiers
  Verifiers for LLM Reinforcement Learning
  ☆80Updated 7 months ago
• tianyang-x / SaySelf
  Public code repo for paper "SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales"
  ☆109Updated last year
• JayZhang42 / SLED
  SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433
  ☆111Updated 11 months ago
• UbiquitousLearning / SLM_Survey
  ☆100Updated last year
• THU-KEG / Agentic-Reward-Modeling
  [ACL 2025] Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems
  ☆115Updated 5 months ago
• voidism / Lookback-Lens
  Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"
  ☆141Updated last month
• DataArcTech / LLM-as-a-Judge
  ☆157Updated last month
• hyintell / RetrievalQA
  Source code of the paper: RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering [F…
  ☆69Updated last year
• menhguin / minp_paper
  Code Implementation, Evaluations, Documentation, Links and Resources for Min P paper
  ☆45Updated 3 months ago
• FairyFali / SLMs-Survey
  Survey of Small Language Models from Penn State, ...
  ☆219Updated 3 weeks ago
• dwzhu-pku / LongEmbed
  LongEmbed: Extending Embedding Models for Long Context Retrieval (EMNLP 2024)
  ☆145Updated last year
• Re-Align / just-eval
  A simple GPT-based evaluation tool for multi-aspect, interpretable assessment of LLMs.
  ☆89Updated last year
• zhaochenyang20 / Prompt2Model-Self-Guide
  SELF-GUIDE: Better Task-Specific Instruction Following via Self-Synthetic Finetuning. COLM 2024 Accepted Paper
  ☆33Updated last year
• fangyuan-ksgk / Tiny-GRPO
  minimal GRPO implementation from scratch
  ☆100Updated 8 months ago
• microsoft / llm-data-creation
  Model, Code & Data for the EMNLP'23 paper "Making Large Language Models Better Data Creators"
  ☆137Updated 2 years ago
• felipemaiapolo / tinyBenchmarks
  Evaluating LLMs with fewer examples
  ☆169Updated last year