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Collections trending this week

Datasets - Text

bigcode/the-stack

Viewer • Updated Aug 3 • 471M • 114k • 1.1k
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Paper • 1910.10683 • Published Oct 23, 2019 • 20
allenai/c4

Viewer • Updated Jan 9, 2024 • 10.4B • 731k • 702
allenai/ai2_arc

Viewer • Updated Dec 21, 2023 • 7.79k • 541k • 430

Papers - Decoders

Lossless Acceleration for Seq2seq Generation with Aggressive Decoding

Paper • 2205.10350 • Published May 20, 2022 • 2
Blockwise Parallel Decoding for Deep Autoregressive Models

Paper • 1811.03115 • Published Nov 7, 2018 • 2
Fast Transformer Decoding: One Write-Head is All You Need

Paper • 1911.02150 • Published Nov 6, 2019 • 9
Sequence-Level Knowledge Distillation

Paper • 1606.07947 • Published Jun 25, 2016 • 2

Models - Custom-Training

exploring speculative sampling with autoregressive model like: https://proceedings.mlr.press/v139/song21a.html and https://proceedings.mlr.press/v119/

Accelerating Large Language Model Decoding with Speculative Sampling

Paper • 2302.01318 • Published Feb 2, 2023 • 5
Fast Inference from Transformers via Speculative Decoding

Paper • 2211.17192 • Published Nov 30, 2022 • 11

aboonaji/llama2finetune-v2

Text Generation • Updated Aug 8, 2023 • 27 • 9
gamino/wiki_medical_terms

Viewer • Updated Dec 20, 2022 • 6.86k • 433 • 109
aboonaji/wiki_medical_terms_llam2_format

Viewer • Updated Aug 23, 2023 • 6.86k • 52 • 12

Amphion: An Open-Source Audio, Music and Speech Generation Toolkit

Paper • 2312.09911 • Published Dec 15, 2023 • 54

Papers - Testing a Coding Model

Evaluating Large Language Models Trained on Code

Paper • 2107.03374 • Published Jul 7, 2021 • 12

Training Compute-Optimal Large Language Models

Paper • 2203.15556 • Published Mar 29, 2022 • 13
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Paper • 1909.08053 • Published Sep 17, 2019 • 5
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Paper • 1910.10683 • Published Oct 23, 2019 • 20
Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling

Paper • 2304.01373 • Published Apr 3, 2023 • 9

Models - ReAct - Reasoning and Action

ReAct: Synergizing Reasoning and Acting in Language Models

Paper • 2210.03629 • Published Oct 6, 2022 • 38
Qwen/Qwen-14B-Chat

Text Generation • 14B • Updated Dec 13, 2023 • 5.19k • 381
Qwen/Qwen-7B-Chat

Text Generation • 8B • Updated Mar 19, 2024 • 46.5k • 801
Qwen/Qwen-14B-Chat-Int4

Text Generation • 14B • Updated Dec 13, 2023 • 895 • 107

KoboldAI/OPT-13B-Erebus

Text Generation • Updated Sep 9, 2022 • 689 • 262

Datasets - Text

bigcode/the-stack

Viewer • Updated Aug 3 • 471M • 114k • 1.1k
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Paper • 1910.10683 • Published Oct 23, 2019 • 20
allenai/c4

Viewer • Updated Jan 9, 2024 • 10.4B • 731k • 702
allenai/ai2_arc

Viewer • Updated Dec 21, 2023 • 7.79k • 541k • 430

Papers - Testing a Coding Model

Evaluating Large Language Models Trained on Code

Paper • 2107.03374 • Published Jul 7, 2021 • 12

Papers - Decoders

Lossless Acceleration for Seq2seq Generation with Aggressive Decoding

Paper • 2205.10350 • Published May 20, 2022 • 2
Blockwise Parallel Decoding for Deep Autoregressive Models

Paper • 1811.03115 • Published Nov 7, 2018 • 2
Fast Transformer Decoding: One Write-Head is All You Need

Paper • 1911.02150 • Published Nov 6, 2019 • 9
Sequence-Level Knowledge Distillation

Paper • 1606.07947 • Published Jun 25, 2016 • 2

Models - Custom-Training

exploring speculative sampling with autoregressive model like: https://proceedings.mlr.press/v139/song21a.html and https://proceedings.mlr.press/v119/

Accelerating Large Language Model Decoding with Speculative Sampling

Paper • 2302.01318 • Published Feb 2, 2023 • 5
Fast Inference from Transformers via Speculative Decoding

Paper • 2211.17192 • Published Nov 30, 2022 • 11

Training Compute-Optimal Large Language Models

Paper • 2203.15556 • Published Mar 29, 2022 • 13
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Paper • 1909.08053 • Published Sep 17, 2019 • 5
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Paper • 1910.10683 • Published Oct 23, 2019 • 20
Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling

Paper • 2304.01373 • Published Apr 3, 2023 • 9

aboonaji/llama2finetune-v2

Text Generation • Updated Aug 8, 2023 • 27 • 9
gamino/wiki_medical_terms

Viewer • Updated Dec 20, 2022 • 6.86k • 433 • 109
aboonaji/wiki_medical_terms_llam2_format

Viewer • Updated Aug 23, 2023 • 6.86k • 52 • 12

Models - ReAct - Reasoning and Action

ReAct: Synergizing Reasoning and Acting in Language Models

Paper • 2210.03629 • Published Oct 6, 2022 • 38
Qwen/Qwen-14B-Chat

Text Generation • 14B • Updated Dec 13, 2023 • 5.19k • 381
Qwen/Qwen-7B-Chat

Text Generation • 8B • Updated Mar 19, 2024 • 46.5k • 801
Qwen/Qwen-14B-Chat-Int4

Text Generation • 14B • Updated Dec 13, 2023 • 895 • 107

Amphion: An Open-Source Audio, Music and Speech Generation Toolkit

Paper • 2312.09911 • Published Dec 15, 2023 • 54

KoboldAI/OPT-13B-Erebus

Text Generation • Updated Sep 9, 2022 • 689 • 262

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