Alternatives and similar repositories for small-datasets

Users that are interested in small-datasets are comparing it to the libraries listed below

• nahidalam / maya
  Maya: An Instruction Finetuned Multilingual Multimodal Model using Aya
  ☆112Updated last month
• bespokelabsai / verifiers
  Verifiers for LLM Reinforcement Learning
  ☆60Updated 2 months ago
• tiiuae / onebitllms
  Lightweight toolkit package to train and fine-tune 1.58bit Language models
  ☆80Updated last month
• Zoeyyao27 / SirLLM
  This repository contains the code for the paper: SirLLM: Streaming Infinite Retentive LLM
  ☆59Updated last year
• gydpku / Data_Synthesis_RL
  ☆59Updated last month
• OpenPipe / deductive-reasoning
  Train your own SOTA deductive reasoning model
  ☆94Updated 3 months ago
• TIGER-AI-Lab / General-Reasoner
  General Reasoner: Advancing LLM Reasoning Across All Domains
  ☆142Updated 2 weeks ago
• sanyalsunny111 / LLM-Inheritune
  This is the official repository for Inheritune.
  ☆111Updated 4 months ago
• agokrani / distillKitPlus
  Easy to use, High Performant Knowledge Distillation for LLMs
  ☆86Updated last month
• samchaineau / llm_slerp_generation
  Repo hosting codes and materials related to speeding LLMs' inference using token merging.
  ☆36Updated last year
• s-smits / grpo-optuna
  Optimizing Causal LMs through GRPO with weighted reward functions and automated hyperparameter tuning using Optuna
  ☆53Updated 4 months ago
• 18907305772 / FuseAI
  FuseAI Project
  ☆87Updated 5 months ago
• zjunlp / ModelKinship
  Exploring Model Kinship for Merging Large Language Models
  ☆24Updated 2 months ago
• Zyphra / Zyda_processing
  ☆35Updated last year
• hkust-nlp / PreSelect
  [ICML 2025] Predictive Data Selection: The Data That Predicts Is the Data That Teaches
  ☆49Updated 3 months ago
• casper-hansen / OpenCoconut
  OpenCoconut implements a latent reasoning paradigm where we generate thoughts before decoding.
  ☆173Updated 5 months ago
• OpenEvaByte / evabyte
  EvaByte: Efficient Byte-level Language Models at Scale
  ☆102Updated 2 months ago
• HarleyCoops / smolThinker-.5B
  A Qwen .5B reasoning model trained on OpenR1-Math-220k
  ☆14Updated 4 months ago
• SalesforceAIResearch / LaTRO
  ☆115Updated 4 months ago
• salesforce / summary-of-a-haystack
  Codebase accompanying the Summary of a Haystack paper.
  ☆78Updated 9 months ago
• InternLM / SWE-Fixer
  ☆101Updated last month
• THUDM / ComplexFuncBench
  Complex Function Calling Benchmark.
  ☆114Updated 5 months ago
• Danau5tin / calculator_agent_rl
  Training an LLM to use a calculator with multi-turn reinforcement learning, achieving a **62% absolute increase in evaluation accuracy**.
  ☆41Updated last month
• ElleLeonne / Lightning-ReLoRA
  A public implementation of the ReLoRA pretraining method, built on Lightning-AI's Pytorch Lightning suite.
  ☆33Updated last year
• TRI-ML / linear_open_lm
  A repository for research on medium sized language models.
  ☆76Updated last year
• itsnamgyu / block-transformer
  Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)
  ☆158Updated 2 months ago
• eqimp / hogwild_llm
  Official PyTorch implementation for Hogwild! Inference: Parallel LLM Generation with a Concurrent Attention Cache
  ☆109Updated 2 months ago
• LLM360 / crystalcoder-data-prep
  Data preparation code for CrystalCoder 7B LLM
  ☆45Updated last year
• JoeLi12345 / nGPT
  an open source reproduction of NVIDIA's nGPT (Normalized Transformer with Representation Learning on the Hypersphere)
  ☆101Updated 3 months ago
• arcee-ai / DAM
  ☆51Updated 7 months ago