Iker García-Ferrero

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upvoted an article 19 days ago

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Article

Pruning LLMs Like a Physicist: Block Removal as an Ising Optimization Problem

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MultiverseComputingCAI

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19 days ago

• 34

upvoted a paper 19 days ago

LLM Compression by Block Removal with Constrained Binary Optimization

Paper • 2602.00161 • Published Jun 17 • 9

upvoted a paper 25 days ago

Safety for Whom? Boundary-Aware Self-Distillation for Controlled LLM Safety Refusal

Paper • 2609.04482 • Published Sep 3 • 11

upvoted 2 articles about 1 month ago

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Article

Safety for Whom? Refusing the Right Subset of a Topic, Not the Whole Topic

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MultiverseComputingCAI

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Sep 8

• 31

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Article

Quantization-Aware Healing: a compressed, 4-bit model that outperforms its full-precision original

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MultiverseComputingCAI

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Aug 25

• 72

upvoted an article 2 months ago

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Article

Making Knowledge Distillation Cheap Enough to Run at Scale

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MultiverseComputingCAI

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Aug 10

• 42

upvoted a paper 2 months ago

Efficient Knowledge Distillation for LLMs: Offline Top-K Logits and a Fused Chunked KL Loss

Paper • 2608.03796 • Published Aug 4 • 20

upvoted a paper almost 3 years ago

This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models

Paper • 2310.15941 • Published Oct 24, 2023 • 6

upvoted a collection about 3 years ago

GoLLIE

Collection

We present GoLLIE, a Large Language Model trained to follow annotation guidelines that outperforms previous approaches on zero-shot IE. • 4 items • Updated Jun 25 • 22