Alternatives and similar repositories for SLM_Survey:

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

• hetailang / SqueezeAttention
  ☆37Updated 3 months ago
• HanGuo97 / lq-lora
  ☆124Updated 11 months ago
• CASE-Lab-UMD / Unified-MoE-Compression
  The official implementation of the paper "Demystifying the Compression of Mixture-of-Experts Through a Unified Framework".
  ☆52Updated 2 months ago
• SalesforceAIResearch / GemFilter
  ☆69Updated this week
• itsnamgyu / block-transformer
  Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)
  ☆148Updated last month
• 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,…
  ☆42Updated 6 months ago
• jeffreysijuntan / lloco
  The official repo for "LLoCo: Learning Long Contexts Offline"
  ☆114Updated 7 months ago
• IST-DASLab / SparseFinetuning
  Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry
  ☆40Updated last year
• mistralai / mistral-evals
  ☆56Updated 3 months ago
• samchaineau / llm_slerp_generation
  Repo hosting codes and materials related to speeding LLMs' inference using token merging.
  ☆34Updated 8 months ago
• SeunghyunSEO / optimized_hf_llama_class_for_training
  ☆47Updated 4 months ago
• foundation-model-stack / bamba
  Train, tune, and infer Bamba model
  ☆76Updated this week
• tding1 / Efficient-LLM-Survey
  The Efficiency Spectrum of LLM
  ☆52Updated last year
• 18907305772 / FuseAI
  FuseAI Project
  ☆75Updated last month
• john-hewitt / implicit-ins
  Codebase for Instruction Following without Instruction Tuning
  ☆33Updated 3 months ago
• astramind-ai / Mixture-of-depths
  Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"
  ☆145Updated 6 months ago
• Infini-AI-Lab / MagicDec
  Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding
  ☆107Updated last month
• rayleizhu / vllm-ra
  [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts
  ☆38Updated 10 months ago
• YuchuanTian / RethinkTinyLM
  [ICML'24] The official implementation of “Rethinking Optimization and Architecture for Tiny Language Models”
  ☆119Updated this week
• kyegomez / Infini-attention
  Implementation of the paper: "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" from Google in pyTO…
  ☆53Updated this week
• Lucky-Lance / Expert_Sparsity
  [ACL 2024] Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models
  ☆75Updated 7 months ago
• jlamprou / Infini-Attention
  Efficient Infinite Context Transformers with Infini-attention Pytorch Implementation + QwenMoE Implementation + Training Script + 1M cont…
  ☆74Updated 8 months ago
• sail-sg / scaling-with-vocab
  [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623
  ☆75Updated 3 months ago
• imagination-research / sot
  [ICLR 2024] Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation
  ☆149Updated 10 months ago
• pprp / Pruner-Zero
  Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs
  ☆76Updated last month
• hdong920 / GRIFFIN
  ☆36Updated 4 months ago
• salesforce / summary-of-a-haystack
  Codebase accompanying the Summary of a Haystack paper.
  ☆74Updated 3 months ago
• NVlabs / MaskLLM
  [NeurIPS 24 Spotlight] MaskLLM: Learnable Semi-structured Sparsity for Large Language Models
  ☆146Updated 2 weeks ago
• hahnyuan / PB-LLM
  PB-LLM: Partially Binarized Large Language Models
  ☆150Updated last year
• opengear-project / GEAR
  GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM
  ☆152Updated 6 months ago