Alternatives and similar repositories for peft-rosa:

Users that are interested in peft-rosa are comparing it to the libraries listed below

• SalesforceAIResearch / GemFilter
  ☆75Updated last month
• SeunghyunSEO / optimized_hf_llama_class_for_training
  ☆47Updated 5 months ago
• melisa-writer / short-transformers
  Prune transformer layers
  ☆67Updated 8 months ago
• IST-DASLab / RoSA
  Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)
  ☆38Updated last year
• siyan-zhao / prepacking
  The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models"
  ☆59Updated 4 months ago
• PiotrNawrot / nano-sparse-attention
  The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.
  ☆57Updated 3 weeks ago
• RobertCsordas / moe_attention
  Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"
  ☆96Updated 4 months ago
• nanowell / Q-Sparse-LLM
  My Implementation of Q-Sparse: All Large Language Models can be Fully Sparsely-Activated
  ☆31Updated 6 months ago
• IST-DASLab / SparseFinetuning
  Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry
  ☆40Updated last year
• fangyuan-ksgk / Evolutionary-Model-Merge
  Unofficial Implementation of Evolutionary Model Merging
  ☆33Updated 10 months ago
• mgmalek / efficient_cross_entropy
  ☆91Updated 8 months ago
• wdlctc / mini-s
  ☆44Updated 3 months ago
• snu-mllab / Context-Memory
  Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)
  ☆53Updated 10 months ago
• Zyphra / tree_attention
  Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters
  ☆116Updated 2 months ago
• RobertCsordas / moeut
  ☆71Updated 6 months ago
• samchaineau / llm_slerp_generation
  Repo hosting codes and materials related to speeding LLMs' inference using token merging.
  ☆35Updated 9 months ago
• john-hewitt / implicit-ins
  Codebase for Instruction Following without Instruction Tuning
  ☆33Updated 4 months ago
• thepowerfuldeez / OLMo
  My fork os allen AI's OLMo for educational purposes.
  ☆30Updated 2 months ago
• GAIR-NLP / Entropy-ABF
  Official implementation for 'Extending LLMs’ Context Window with 100 Samples'
  ☆76Updated last year
• nyunAI / PruneGPT
  ☆53Updated 8 months ago
• bminixhofer / zett
  Code for Zero-Shot Tokenizer Transfer
  ☆120Updated last month
• kyleliang919 / Online-Subspace-Descent
  This repo is based on https://github.com/jiaweizzhao/GaLore
  ☆24Updated 5 months ago
• HanGuo97 / lq-lora
  ☆125Updated last year
• ContextualAI / CLAIR_and_APO
  Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment
  ☆54Updated 5 months ago
• chu-tianxiang / QuIP-for-all
  QuIP quantization
  ☆50Updated 11 months ago
• foundation-model-stack / bamba
  Train, tune, and infer Bamba model
  ☆84Updated last month
• whyNLP / LCKV
  Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…
  ☆148Updated 3 weeks ago
• itsnamgyu / block-transformer
  Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)
  ☆149Updated 2 months ago
• jeffreysijuntan / lloco
  The official repo for "LLoCo: Learning Long Contexts Offline"
  ☆114Updated 8 months ago
• Zyphra / Zyda_processing
  ☆31Updated 8 months ago