Alternatives and similar repositories for gptqlora

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

• Digitous / LLM-SLERP-Merge
  Spherical Merge Pytorch/HF format Language Models with minimal feature loss.
  ☆132Updated last year
• hahnyuan / PB-LLM
  PB-LLM: Partially Binarized Large Language Models
  ☆152Updated last year
• chu-tianxiang / QuIP-for-all
  QuIP quantization
  ☆54Updated last year
• NolanoOrg / sparse_quant_llms
  SparseGPT + GPTQ Compression of LLMs like LLaMa, OPT, Pythia
  ☆41Updated 2 years ago
• GreenBitAI / low_bit_llama
  Advanced Ultra-Low Bitrate Compression Techniques for the LLaMA Family of LLMs
  ☆110Updated last year
• VITA-Group / Q-GaLore
  Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.
  ☆198Updated 11 months ago
• FasterDecoding / BitDelta
  ☆199Updated 7 months ago
• HanGuo97 / lq-lora
  ☆127Updated last year
• imoneoi / multipack_sampler
  Multipack distributed sampler for fast padding-free training of LLMs
  ☆194Updated 11 months ago
• arcee-ai / PruneMe
  Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models
  ☆240Updated last year
• wuhy68 / Parameter-Efficient-MoE
  Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks
  ☆144Updated 9 months ago
• uukuguy / multi_loras
  Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…
  ☆156Updated last year
• jondurbin / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆78Updated last year
• yuhuixu1993 / qa-lora
  Official PyTorch implementation of QA-LoRA
  ☆138Updated last year
• RobertCsordas / moe_attention
  Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"
  ☆98Updated 9 months ago
• astramind-ai / BitMat
  An efficent implementation of the method proposed in "The Era of 1-bit LLMs"
  ☆154Updated 8 months ago
• IST-DASLab / qmoe
  Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".
  ☆277Updated last year
• nikhil-ghosh-berkeley / loraplus
  ☆219Updated last year
• Cornell-RelaxML / QuIP
  Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"
  ☆373Updated last year
• ChrisHayduk / qlora-multi-gpu
  QLoRA with Enhanced Multi GPU Support
  ☆37Updated last year
• minyoungg / LTE
  ☆68Updated last year
• IST-DASLab / SparseFinetuning
  Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry
  ☆42Updated last year
• wdlctc / mini-s
  ☆51Updated 8 months ago
• dust-tt / llama-ssp
  Experiments on speculative sampling with Llama models
  ☆128Updated 2 years ago
• kyleliang919 / Long-context-transformers
  Exploring finetuning public checkpoints on filter 8K sequences on Pile
  ☆116Updated 2 years ago
• huu4ontocord / MDEL
  Multi-Domain Expert Learning
  ☆67Updated last year
• rmihaylov / mpttune
  Tune MPTs
  ☆84Updated 2 years ago
• kernelmachine / cbtm
  Code repository for the c-BTM paper
  ☆106Updated last year
• dwzhu-pku / PoSE
  Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)
  ☆204Updated last year
• AlpinDale / sparsegpt-for-LLaMA
  Code for the paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot" with LLaMA implementation.
  ☆71Updated 2 years ago