Alternatives and similar repositories for sparse_quant_llms

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

• qwopqwop200 / gptqlora
  GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ
  ☆102Updated 2 years ago
• chu-tianxiang / QuIP-for-all
  QuIP quantization
  ☆59Updated last year
• kaiokendev / cutoff-len-is-context-len
  Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit
  ☆62Updated 2 years ago
• GreenBitAI / low_bit_llama
  Advanced Ultra-Low Bitrate Compression Techniques for the LLaMA Family of LLMs
  ☆110Updated last year
• euclaise / supertrainer2000
  ☆50Updated last year
• horseee / LLaMA-Pruning
  Structural Pruning for LLaMA
  ☆54Updated 2 years ago
• IST-DASLab / SparseFinetuning
  Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry
  ☆42Updated last year
• IST-DASLab / QIGen
  Repository for CPU Kernel Generation for LLM Inference
  ☆26Updated 2 years ago
• hahnyuan / PB-LLM
  PB-LLM: Partially Binarized Large Language Models
  ☆156Updated last year
• wdlctc / mini-s
  ☆52Updated 11 months ago
• nanowell / Q-Sparse-LLM
  My Implementation of Q-Sparse: All Large Language Models can be Fully Sparsely-Activated
  ☆33Updated last year
• HanGuo97 / lq-lora
  ☆127Updated last year
• astramind-ai / BitMat
  An efficent implementation of the method proposed in "The Era of 1-bit LLMs"
  ☆154Updated last year
• Digitous / LLM-SLERP-Merge
  Spherical Merge Pytorch/HF format Language Models with minimal feature loss.
  ☆139Updated 2 years ago
• minyoungg / LTE
  ☆69Updated last year
• BlinkDL / modded-nanogpt-rwkv
  RWKV-7: Surpassing GPT
  ☆98Updated 11 months ago
• imoneoi / bf16_fused_adam
  BFloat16 Fused Adam Operator for PyTorch
  ☆16Updated 11 months ago
• kyegomez / LM-Infinite
  Implementation of "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"
  ☆39Updated 11 months ago
• tridao / flash-attention-wheels
  ☆57Updated last year
• jondurbin / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆76Updated last year
• hahnyuan / RPTQ4LLM
  Reorder-based post-training quantization for large language model
  ☆194Updated 2 years ago
• schwartz-lab-NLP / TOVA
  Token Omission Via Attention
  ☆127Updated last year
• uukuguy / multi_loras
  Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…
  ☆158Updated 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
• 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
• AlpinDale / sparsegpt-for-LLaMA
  Code for the paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot" with LLaMA implementation.
  ☆70Updated 2 years ago
• dust-tt / llama-ssp
  Experiments on speculative sampling with Llama models
  ☆125Updated 2 years ago
• RobertCsordas / moe_attention
  Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"
  ☆99Updated last year
• BlinkDL / WorldModel
  Let us make Psychohistory (as in Asimov) a reality, and accessible to everyone. Useful for LLM grounding and games / fiction / business /…
  ☆39Updated 2 years ago
• kyleliang919 / Long-context-transformers
  Exploring finetuning public checkpoints on filter 8K sequences on Pile
  ☆115Updated 2 years ago