Alternatives and similar repositories for PruneMe

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

• VITA-Group / Q-GaLore
  Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.
  ☆201Updated last year
• arcee-ai / EvolKit
  EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…
  ☆244Updated last year
• thomasgauthier / LoRD
  Low-Rank adapter extraction for fine-tuned transformers models
  ☆180Updated last year
• NVlabs / Minitron
  A family of compressed models obtained via pruning and knowledge distillation
  ☆362Updated 2 months ago
• Leeroo-AI / mergoo
  A library for easily merging multiple LLM experts, and efficiently train the merged LLM.
  ☆500Updated last year
• Digitous / LLM-SLERP-Merge
  Spherical Merge Pytorch/HF format Language Models with minimal feature loss.
  ☆142Updated 2 years ago
• Pints-AI / 1.5-Pints
  A compact LLM pretrained in 9 days by using high quality data
  ☆340Updated 9 months ago
• microsoft / TransformerCompression
  For releasing code related to compression methods for transformers, accompanying our publications
  ☆454Updated 11 months ago
• HazyResearch / lolcats
  Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"
  ☆249Updated 11 months ago
• pratyushasharma / laser
  The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction
  ☆390Updated last year
• QuixiAI / laserRMT
  This is our own implementation of 'Layer Selective Rank Reduction'
  ☆240Updated last year
• uukuguy / multi_loras
  Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…
  ☆157Updated last year
• astramind-ai / BitMat
  An efficent implementation of the method proposed in "The Era of 1-bit LLMs"
  ☆155Updated last year
• wuhy68 / Parameter-Efficient-MoE
  Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)
  ☆148Updated last year
• FasterDecoding / BitDelta
  ☆204Updated last year
• qwopqwop200 / gptqlora
  GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ
  ☆101Updated 2 years ago
• imoneoi / multipack
  Multipack distributed sampler for fast padding-free training of LLMs
  ☆203Updated last year
• jondurbin / bagel
  A bagel, with everything.
  ☆325Updated last year
• yuhuixu1993 / qa-lora
  Official PyTorch implementation of QA-LoRA
  ☆143Updated last year
• yxli2123 / LoftQ
  ☆235Updated last year
• facebookresearch / LayerSkip
  Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024
  ☆351Updated 8 months ago
• keeeeenw / MicroLlama
  Micro Llama is a small Llama based model with 300M parameters trained from scratch with $500 budget
  ☆164Updated 5 months ago
• huggingface / llm-swarm
  Manage scalable open LLM inference endpoints in Slurm clusters
  ☆278Updated last year
• QuixiAI / spectrum
  ☆138Updated 4 months ago
• rafacelente / bllama
  1.58-bit LLaMa model
  ☆83Updated last year
• Cornell-RelaxML / QuIP
  Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"
  ☆393Updated last year
• dwzhu-pku / PoSE
  Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)
  ☆204Updated last year
• IST-DASLab / qmoe
  Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".
  ☆279Updated 2 years ago
• golololologol / LLM-Distillery
  A pipeline for LLM knowledge distillation
  ☆112Updated 9 months ago
• Cornell-RelaxML / qtip
  ☆162Updated 6 months ago