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melhoushi 

authored 2 papers about 2 months ago

Don't Drop Dropout: Optimizing Layer Sparsity for Efficient LLM Training and Inference

Paper • 2609.05275 • Published Sep 4 • 26

Unlocking Lossless Speedups in LLMs via Discrete Diffusion

Paper • 2609.04010 • Published Sep 3 • 114

taesiri 

submitted a paper to Daily Papers about 2 months ago

Don't Drop Dropout: Optimizing Layer Sparsity for Efficient LLM Training and Inference

Paper • 2609.05275 • Published Sep 4 • 26

melhoushi 

authored 2 papers 2 months ago

Calibrating Beyond English: Language Diversity for Better Quantized Multilingual LLM

Paper • 2601.18306 • Published Jan 26

Gated Recurrent Transformers: Expressive Depth through Recurrent Modulation

Paper • 2608.15062 • Published Aug 26 • 12

gokulr-cb 

authored 4 papers 3 months ago

Llama-GENBA-10B: A Trilingual Large Language Model for German, English and Bavarian

Paper • 2509.05668 • Published Sep 6, 2025 • 8

Llama-3-Nanda-10B-Chat: An Open Generative Large Language Model for Hindi

Paper • 2504.06011 • Published Apr 8, 2025 • 2

Llama-3.1-Sherkala-8B-Chat: An Open Large Language Model for Kazakh

Paper • 2503.01493 • Published Mar 3, 2025 • 1

Bilingual Adaptation of Monolingual Foundation Models

Paper • 2407.12869 • Published Jul 13, 2024

lazarevich 

in cerebras/MiniMax-M2.5-REAP-139B-A10B 8 months ago

Request: Step-3.5-Flash REAP variant with ~40% pruning

➕ 4

4

#3 opened 8 months ago by

rodrigomt

lazarevich 

in cerebras/GLM-4.7-Flash-REAP-23B-A3B 8 months ago

Step 3.5 Flash

1

#5 opened 9 months ago by

louis-szeto

lazarevich 

updated a collection 8 months ago

Cerebras REAP

Collection

Sparse MoE models compressed using REAP (Router-weighted Expert Activation Pruning) method • 30 items • Updated Feb 25 • 154

lazarevich 

updated 2 models 8 months ago

cerebras/Step-3.5-Flash-REAP-121B-A11B

Text Generation • 121B • Updated Feb 25 • 183 • 15

cerebras/Step-3.5-Flash-REAP-149B-A11B

Text Generation • 149B • Updated Feb 25 • 162 • 5

lazarevich 

published 2 models 8 months ago

cerebras/Step-3.5-Flash-REAP-121B-A11B

Text Generation • 121B • Updated Feb 25 • 183 • 15

cerebras/Step-3.5-Flash-REAP-149B-A11B

Text Generation • 149B • Updated Feb 25 • 162 • 5

cerebras-it 

published a dataset 8 months ago

cerebras/exome_bench

Viewer • Updated Feb 18 • 282k • 279 • 2

lazarevich 

updated a model 8 months ago

cerebras/MiniMax-M2.5-REAP-172B-A10B

Text Generation • 173B • Updated Feb 18 • 163 • 27

lazarevich 

in cerebras/MiniMax-M2.5-REAP-139B-A10B 8 months ago

Please include tokenizer.json

1

#2 opened 8 months ago by

sumgai