Alternatives and similar repositories for Minitron:

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

• yuhuixu1993 / qa-lora
  Official PyTorch implementation of QA-LoRA
  ☆124Updated 11 months ago
• microsoft / TransformerCompression
  For releasing code related to compression methods for transformers, accompanying our publications
  ☆405Updated 3 weeks ago
• VITA-Group / Q-GaLore
  Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.
  ☆192Updated 6 months ago
• mit-han-lab / duo-attention
  [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads
  ☆424Updated this week
• princeton-nlp / LLM-Shearing
  [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  ☆582Updated 11 months ago
• yxli2123 / LoftQ
  ☆217Updated 8 months ago
• SqueezeAILab / KVQuant
  [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
  ☆331Updated 6 months ago
• arcee-ai / PruneMe
  Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models
  ☆217Updated 9 months ago
• NVIDIA / Star-Attention
  Efficient LLM Inference over Long Sequences
  ☆356Updated this week
• jzhang38 / EasyContext
  Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.
  ☆698Updated 4 months ago
• arcee-ai / DistillKit
  An Open Source Toolkit For LLM Distillation
  ☆486Updated last month
• HKUNLP / ChunkLlama
  [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"
  ☆389Updated 4 months ago
• facebookresearch / LayerSkip
  Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024
  ☆270Updated this week
• intel / auto-round
  Advanced Quantization Algorithm for LLMs/VLMs.
  ☆367Updated this week
• FranxYao / Long-Context-Data-Engineering
  Implementation of paper Data Engineering for Scaling Language Models to 128K Context
  ☆451Updated 10 months ago
• ModelCloud / GPTQModel
  Production ready LLM model compression/quantization toolkit with accelerated inference support for both cpu/gpu via HF, vLLM, and SGLang.
  ☆274Updated this week
• OpenGVLab / EfficientQAT
  EfficientQAT: Efficient Quantization-Aware Training for Large Language Models
  ☆244Updated 4 months ago
• NVlabs / MaskLLM
  [NeurIPS 24 Spotlight] MaskLLM: Learnable Semi-structured Sparsity for Large Language Models
  ☆149Updated last month
• NVlabs / hymba
  ☆165Updated 2 months ago
• allenai / OLMoE
  OLMoE: Open Mixture-of-Experts Language Models
  ☆590Updated last month
• pratyushasharma / laser
  The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction
  ☆380Updated 7 months ago
• xfactlab / orpo
  Official repository for ORPO
  ☆435Updated 8 months ago
• FasterDecoding / BitDelta
  ☆192Updated 2 months ago
• hao-ai-lab / Consistency_LLM
  [ICML 2024] CLLMs: Consistency Large Language Models
  ☆371Updated 3 months ago
• jshuadvd / LongRoPE
  Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper
  ☆125Updated 6 months ago
• astramind-ai / Mixture-of-depths
  Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"
  ☆145Updated 7 months ago
• jongwooko / distillm
  Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)
  ☆183Updated 4 months ago
• SqueezeAILab / SqueezeLLM
  [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization
  ☆675Updated 6 months ago
• NVIDIA / kvpress
  LLM KV cache compression made easy
  ☆384Updated this week
• microsoft / rho
  Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.
  ☆396Updated 9 months ago