alperiox / Compact-Language-Models-via-Pruning-and-Knowledge-Distillation

Related projects ⓘ

Alternatives and complementary repositories for Compact-Language-Models-via-Pruning-and-Knowledge-Distillation

• arcee-ai / DAM
  ☆40Updated 2 weeks ago
• melisa-writer / short-transformers
  Prune transformer layers
  ☆64Updated 5 months ago
• gauss5930 / iDUS
  An unofficial implementation of SOLAR-10.7B model and the newly proposed interlocked-DUS(iDUS) implementation and experiment details.
  ☆13Updated 8 months ago
• trapoom555 / Language-Model-STS-CFT
  Improving Text Embedding of Language Models Using Contrastive Fine-tuning
  ☆59Updated 3 months ago
• AgnostiqHQ / multi-agent-llm
  Lean implementation of various multi-agent LLM methods, including Iteration of Thought (IoT)
  ☆53Updated 2 months ago
• UbiquitousLearning / SLM_Survey
  ☆63Updated last month
• HanGuo97 / lq-lora
  ☆122Updated 9 months ago
• akjindal53244 / Arithmo
  Small and Efficient Mathematical Reasoning LLMs
  ☆71Updated 9 months ago
• geronimi73 / phi2-finetune
  ☆87Updated 9 months ago
• salesforce / summary-of-a-haystack
  Codebase accompanying the Summary of a Haystack paper.
  ☆72Updated 2 months ago
• ScalerLab / JudgeBench
  ☆46Updated 2 weeks ago
• SalesforceAIResearch / GemFilter
  ☆63Updated last month
• Pleias / Various-Finetuning
  Set of scripts to finetune LLMs
  ☆36Updated 7 months ago
• jlamprou / Infini-Attention
  Efficient Infinite Context Transformers with Infini-attention Pytorch Implementation + QwenMoE Implementation + Training Script + 1M cont…
  ☆65Updated 6 months ago
• kyegomez / Infini-attention
  Implementation of the paper: "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" from Google in pyTO…
  ☆52Updated last week
• luyug / magix
  Supercharge huggingface transformers with model parallelism.
  ☆75Updated last month
• samchaineau / llm_slerp_generation
  Repo hosting codes and materials related to speeding LLMs' inference using token merging.
  ☆29Updated 6 months ago
• jeffreysijuntan / lloco
  The official repo for "LLoCo: Learning Long Contexts Offline"
  ☆113Updated 5 months ago
• RobertCsordas / moeut
  ☆62Updated 3 months ago
• du-nlp-lab / MLR-Copilot
  ☆59Updated last month
• jiwonsong-dev / SLEB
  Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
  ☆31Updated 4 months ago
• sanyalsunny111 / LLM-Inheritune
  This is the official repository for Inheritune.
  ☆105Updated last month
• VITA-Group / WeLore
  From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu,…
  ☆43Updated 4 months ago
• kyleliang919 / Online-Subspace-Descent
  This repo is based on https://github.com/jiaweizzhao/GaLore
  ☆19Updated 2 months ago
• SeunghyunSEO / optimized_hf_llama_class_for_training
  ☆45Updated 2 months ago
• clinicalml / co-llm
  Co-LLM: Learning to Decode Collaboratively with Multiple Language Models
  ☆103Updated 6 months ago
• CASE-Lab-UMD / Unified-MoE-Compression
  The official implementation of the paper "Demystifying the Compression of Mixture-of-Experts Through a Unified Framework".
  ☆48Updated 3 weeks ago
• mathllm / MathCoder2
  ☆49Updated last month
• patronus-ai / Lynx-hallucination-detection
  ☆29Updated 4 months ago
• TRI-ML / linear_open_lm
  A repository for research on medium sized language models.
  ☆74Updated 5 months ago