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Collections including paper arxiv:2402.01613

Representation Learning

Text and Code Embeddings by Contrastive Pre-Training

Paper • 2201.10005 • Published Jan 24, 2022
Towards General Text Embeddings with Multi-stage Contrastive Learning

Paper • 2308.03281 • Published Aug 7, 2023 • 1
Nomic Embed: Training a Reproducible Long Context Text Embedder

Paper • 2402.01613 • Published Feb 2 • 14
Piccolo2: General Text Embedding with Multi-task Hybrid Loss Training

Paper • 2405.06932 • Published May 11 • 15

Open Source Long Context Text Embedders

nomic-ai/nomic-embed-text-v1

Sentence Similarity • Updated Jun 5 • 3.62M • 416
nomic-ai/nomic-embed-text-v1.5

Sentence Similarity • Updated Jun 5 • 540k • 283
nomic-ai/nomic-embed-text-v1-unsupervised

Sentence Similarity • Updated May 2 • 8.41k • 11
nomic-ai/nomic-embed-text-v1-ablated

Sentence Similarity • Updated Feb 9 • 3.26k • 4

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18 • 138
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17 • 27
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16 • 20
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10 • 63

TinyLlama: An Open-Source Small Language Model

Paper • 2401.02385 • Published Jan 4 • 84
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24 • 42
SliceGPT: Compress Large Language Models by Deleting Rows and Columns

Paper • 2401.15024 • Published Jan 26 • 64
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling

Paper • 2401.16380 • Published Jan 29 • 46

facebook/seamless-m4t-v2-large

Automatic Speech Recognition • Updated Jan 4 • 33.5k • 575
openai/whisper-large-v3

Automatic Speech Recognition • Updated Jun 10 • 5.25M • • 2.99k
Nomic Embed: Training a Reproducible Long Context Text Embedder

Paper • 2402.01613 • Published Feb 2 • 14

Towards General Text Embeddings with Multi-stage Contrastive Learning

Paper • 2308.03281 • Published Aug 7, 2023 • 1
NEFTune: Noisy Embeddings Improve Instruction Finetuning

Paper • 2310.05914 • Published Oct 9, 2023 • 13
EELBERT: Tiny Models through Dynamic Embeddings

Paper • 2310.20144 • Published Oct 31, 2023 • 3
Dynamic Word Embeddings for Evolving Semantic Discovery

Paper • 1703.00607 • Published Mar 2, 2017 • 1

Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation

Paper • 2310.05737 • Published Oct 9, 2023 • 4
SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models

Paper • 2308.16692 • Published Aug 31, 2023 • 1
Towards General Text Embeddings with Multi-stage Contrastive Learning

Paper • 2308.03281 • Published Aug 7, 2023 • 1
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings

Paper • 2305.11554 • Published May 19, 2023 • 2

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