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Building Multilingual Bridges: Data Mixing as the Pillar of Generalization for In-Language Reasoning
Tiny Aya: Bridging Scale and Multilingual Depth
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danielhanchen
posted an update about 23 hours ago
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209
Qwen-Image-2.1 can now run locally on 12GB VRAM with Unsloth GGUFs! 🖼️
The 7B model performs on par with Nano Banana 2.0.
For higher quality, you can also run Dynamic FP8 on just 6GB of VRAM via offloading.
GGUF: unsloth/Qwen-Image-2.1-GGUF
Guide: https://unsloth.ai/docs/models/qwen-image-2.1
The 7B model performs on par with Nano Banana 2.0.
For higher quality, you can also run Dynamic FP8 on just 6GB of VRAM via offloading.
GGUF: unsloth/Qwen-Image-2.1-GGUF
Guide: https://unsloth.ai/docs/models/qwen-image-2.1
alexrs
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paper 2 days ago
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authored a
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JuliaKreutzerCohere
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dsouzadaniel
authored a
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JuliaKreutzerCohere
authored 15
papers 8 days ago
The Culture Funnel: You Can't Align What isn't in the Data
Paper • 2606.13808 • Published
Tiny Aya: Bridging Scale and Multilingual Depth
Paper • 2603.11510 • Published • 10
The Art of Asking: Multilingual Prompt Optimization for Synthetic Data
Paper • 2510.19806 • Published • 1
Making, not Taking, the Best of N
Paper • 2510.00931 • Published • 11
When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual LLMs
Paper • 2506.20544 • Published • 11
Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers
Paper • 2506.14702 • Published • 3
LLM See, LLM Do: Guiding Data Generation to Target Non-Differentiable Objectives
Paper • 2407.01490 • Published • 1
The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm
Paper • 2406.18682 • Published • 1
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
Paper • 2205.02022 • Published
Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation
Paper • 2106.08942 • Published
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
Paper • 2103.12028 • Published • 3
MasakhaNER: Named Entity Recognition for African Languages
Paper • 2103.11811 • Published
KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi
Paper • 2010.12174 • Published
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages
Paper • 2010.02353 • Published
Masakhane -- Machine Translation For Africa
Paper • 2003.11529 • Published