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Juan Pablo Mejia Gómez

Juanpa0128
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AI & ML interests

LLMs, Agents, Transformers, ML, and many more...

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reacted to codelion's post with 🔥 2 days ago
Introducing Dhara-70M: A diffusion language model that achieves 3.8x higher throughput than autoregressive models! Key findings from our research on optimal architectures for small language models: → Depth beats width: 32 layers outperforms 12 layers at the same parameter count → Best-in-class factuality: 47.5% on TruthfulQA → 10x training efficiency using WSD (Warmup-Stable-Decay) conversion → Canon layers add only 0.13% parameters but improve reasoning We trained on 1B tokens using the optimal 50-30-20 dataset mix (PDFs + filtered web + educational content), then converted to diffusion with just 100M additional tokens. Blog: https://huggingface.co/blog/codelion/optimal-model-architecture Model: https://huggingface.co/codelion/dhara-70m
liked a model 2 days ago
zai-org/GLM-4.7
liked a model 4 days ago
meta-llama/Llama-3.2-3B-Instruct
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