Alternatives and similar repositories for Faster-LLM-Survey

Users that are interested in Faster-LLM-Survey are comparing it to the libraries listed below

• jeffreysijuntan / lloco
  The official repo for "LLoCo: Learning Long Contexts Offline"
  ☆117Updated last year
• SeunghyunSEO / optimized_hf_llama_class_for_training
  ☆48Updated last year
• bigcode-project / astraios
  Astraios: Parameter-Efficient Instruction Tuning Code Language Models
  ☆62Updated last year
• IST-DASLab / RoSA
  Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)
  ☆44Updated last year
• Upaya07 / NeurIPS-llm-efficiency-challenge
  Code for NeurIPS LLM Efficiency Challenge
  ☆59Updated last year
• FasterDecoding / BitDelta
  ☆201Updated 10 months ago
• siyan-zhao / prepacking
  The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …
  ☆60Updated last year
• HanGuo97 / lq-lora
  ☆127Updated last year
• ShiZhengyan / InstructionModelling
  [NeurIPS 2024 Main Track] Code for the paper titled "Instruction Tuning With Loss Over Instructions"
  ☆39Updated last year
• locuslab / scaling_laws_data_filtering
  ☆65Updated last year
• CASE-Lab-UMD / LLM-Drop
  The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".
  ☆177Updated 6 months ago
• RobertCsordas / moe_attention
  Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"
  ☆99Updated last year
• kyegomez / Infini-attention
  Implementation of the paper: "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" from Google in pyTO…
  ☆56Updated last week
• samchaineau / llm_slerp_generation
  Repo hosting codes and materials related to speeding LLMs' inference using token merging.
  ☆36Updated this week
• itsnamgyu / block-transformer
  Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)
  ☆161Updated 5 months ago
• wuhy68 / Parameter-Efficient-MoE
  Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)
  ☆147Updated last year
• UbiquitousLearning / SLM_Survey
  ☆97Updated last year
• mistralai / mistral-evals
  ☆77Updated last month
• alperiox / Compact-Language-Models-via-Pruning-and-Knowledge-Distillation
  Unofficial implementation of https://arxiv.org/pdf/2407.14679
  ☆49Updated last year
• VITA-Group / WeLore
  From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu,…
  ☆49Updated 5 months ago
• Digitous / LLM-SLERP-Merge
  Spherical Merge Pytorch/HF format Language Models with minimal feature loss.
  ☆138Updated 2 years ago
• minyoungg / LTE
  ☆69Updated last year
• thu-coai / MiniPLM
  [ICLR 2025] MiniPLM: Knowledge Distillation for Pre-Training Language Models
  ☆60Updated 10 months ago
• kamanphoebe / Look-into-MoEs
  [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models
  ☆55Updated 8 months ago
• kyegomez / LM-Infinite
  Implementation of "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"
  ☆39Updated 11 months ago
• mengxiayu / LLMSuperWeight
  Code for studying the super weight in LLM
  ☆119Updated 10 months ago
• salesforce / summary-of-a-haystack
  Codebase accompanying the Summary of a Haystack paper.
  ☆79Updated last year
• melisa-writer / short-transformers
  Prune transformer layers
  ☆69Updated last year
• fangyuan-ksgk / Mini-LLaVA
  A minimal implementation of LLaVA-style VLM with interleaved image & text & video processing ability.
  ☆96Updated 9 months ago
• astramind-ai / Mixture-of-depths
  Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"
  ☆172Updated last year