TobiasNorlund / retro

Related projects: ⓘ

• conceptofmind / flash-gpt
  ☆34Updated this week
• mgmalek / efficient_cross_entropy
  ☆66Updated 3 months ago
• IST-DASLab / SparseFinetuning
  Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry
  ☆36Updated 8 months ago
• epfml / dynamic-sparse-flash-attention
  ☆129Updated last year
• kssteven418 / BigLittleDecoder
  [NeurIPS'23] Speculative Decoding with Big Little Decoder
  ☆84Updated 7 months ago
• anadim / the-little-retrieval-test
  ☆31Updated last year
• tanyuqian / redco
  NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
  ☆58Updated this week
• frankxu2004 / knnlm-why
  Repo for ICML23 "Why do Nearest Neighbor Language Models Work?"
  ☆56Updated last year
• RulinShao / retrieval-scaling
  Official repository for "Scaling Retrieval-Based Langauge Models with a Trillion-Token Datastore".
  ☆81Updated 2 weeks ago
• raymin0223 / fast_robust_early_exit
  Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)
  ☆51Updated 3 months ago
• allenai / bff
  ☆38Updated 5 months ago
• jaymody / speculative-sampling
  Simple implementation of Speculative Sampling in NumPy for GPT-2.
  ☆87Updated last year
• lucidrains / speculative-decoding
  Explorations into some recent techniques surrounding speculative decoding
  ☆190Updated 11 months ago
• apple / ml-recurrent-drafter
  ☆61Updated 3 weeks ago
• RulinShao / LightSeq
  Official repository for LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers
  ☆183Updated last month
• JonasGeiping / linear_cross_entropy_loss
  A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.
  ☆48Updated last month
• siyan-zhao / prepacking
  The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models"
  ☆57Updated 5 months ago
• hadasah / btm
  ☆69Updated 4 months ago
• kyo-takano / chinchilla
  A toolkit for scaling law research ⚖
  ☆41Updated 6 months ago
• McGill-NLP / length-generalization
  Code for the paper "The Impact of Positional Encoding on Length Generalization in Transformers", NeurIPS 2023
  ☆123Updated 4 months ago
• insuhan / hyper-attn
  ☆65Updated 9 months ago
• shawntan / scattermoe
  Triton-based implementation of Sparse Mixture of Experts.
  ☆166Updated last month
• AnswerDotAI / cold-compress
  Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…
  ☆73Updated last month
• Edward-Sun / gpt-accelera
  Simple and efficient pytorch-native transformer training and inference (batched)
  ☆53Updated 5 months ago
• stanford-futuredata / stk
  ☆83Updated 3 weeks ago
• IST-DASLab / Sparse-Marlin
  Boosting 4-bit inference kernels with 2:4 Sparsity
  ☆47Updated 2 weeks ago
• microsoft / mutransformers
  some common Huggingface transformers in maximal update parametrization (µP)
  ☆76Updated 2 years ago
• thunlp / Ouroboros
  Ouroboros: Speculative Decoding with Large Model Enhanced Drafting
  ☆60Updated 6 months ago
• jeffreysijuntan / lloco
  The official repo for "LLoCo: Learning Long Contexts Offline"
  ☆104Updated 3 months ago
• JeanKaddour / NoTrainNoGain
  Revisiting Efficient Training Algorithms For Transformer-based Language Models (NeurIPS 2023)
  ☆77Updated last year