Alternatives and similar repositories for distillm

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

• yxli2123 / LoftQ
  ☆235Updated last year
• Cohere-Labs-Community / parameter-efficient-moe
  ☆272Updated 2 years ago
• shreyansh26 / Speculative-Sampling
  Implementation of Speculative Sampling as described in "Accelerating Large Language Model Decoding with Speculative Sampling" by Deepmind
  ☆108Updated last year
• HKUNLP / ChunkLlama
  [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"
  ☆443Updated last year
• astramind-ai / Mixture-of-depths
  Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"
  ☆175Updated last year
• lucidrains / speculative-decoding
  Explorations into some recent techniques surrounding speculative decoding
  ☆295Updated 11 months ago
• p-lambda / dsir
  DSIR large-scale data selection framework for language model training
  ☆266Updated last year
• yuhuixu1993 / qa-lora
  Official PyTorch implementation of QA-LoRA
  ☆145Updated last year
• raymin0223 / fast_robust_early_exit
  Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)
  ☆64Updated last year
• timinar / BabyLlama
  Training code for Baby-Llama, our submission to the strict-small track of the BabyLM challenge.
  ☆84Updated 2 years ago
• FasterDecoding / REST
  REST: Retrieval-Based Speculative Decoding, NAACL 2024
  ☆212Updated 2 months ago
• microsoft / rho
  Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.
  ☆447Updated last year
• NVlabs / Minitron
  A family of compressed models obtained via pruning and knowledge distillation
  ☆357Updated 3 weeks ago
• dilab-zju / self-speculative-decoding
  Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**
  ☆210Updated 9 months ago
• princeton-nlp / CEPE
  [ACL 2024] Long-Context Language Modeling with Parallel Encodings
  ☆167Updated last year
• princeton-nlp / AutoCompressors
  [EMNLP 2023] Adapting Language Models to Compress Long Contexts
  ☆319Updated last year
• songmzhang / DSKD
  Repo for the EMNLP'24 Paper "Dual-Space Knowledge Distillation for Large Language Models". A general white-box KD framework for both same…
  ☆60Updated 3 months ago
• CASE-Lab-UMD / LLM-Drop
  The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".
  ☆181Updated 2 weeks ago
• jshuadvd / LongRoPE
  Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper
  ☆152Updated last year
• princeton-nlp / LLM-Shearing
  [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  ☆632Updated last year
• THUDM / LongAlign
  [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs
  ☆256Updated 11 months ago
• thunlp / MoEfication
  ☆142Updated last year
• neelsjain / NEFTune
  Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning
  ☆405Updated last year
• Nota-NetsPresso / shortened-llm
  Compressed LLMs for Efficient Text Generation [ICLR'24 Workshop]
  ☆88Updated last year
• 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
• OpenBMB / InfiniteBench
  Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718
  ☆358Updated last year
• sramshetty / ShortGPT
  Unofficial implementations of block/layer-wise pruning methods for LLMs.
  ☆72Updated last year
• UNITES-Lab / MC-SMoE
  [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"
  ☆99Updated 5 months ago
• nightdessert / Retrieval_Head
  open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality
  ☆222Updated last year
• HanGuo97 / lq-lora
  ☆128Updated last year