Knowledge Distillation

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Scoured 21 posts in 8.3 ms

Knowledge Distillation for Visual Autoregressive Models

 👁️Multimodal AI  Content type: Academic
arxiv.org·
Less-relevant results

apple/coreai-models: Model export recipes, Python primitives, and Swift runtime utilities for on-device AI

 🐍Python  Content type: Code
github.com··Hacker News

Gemma 4 QAT models: Optimizing model compression for mobile and laptop efficiency

 💬NLP  Content type: News  Content type: Blog
blog.google··Hacker News

Cross-Modal Knowledge Distillation without Paired Data: Theoretical Foundation and Algorithm

 📡Information Theory  Content type: Academic
arxiv.org·

1/ Now that we're running out of data, how do you optimally scale multi-epoch pretraining to hundreds of epochs?

 🤖LLM Inference
threadreaderapp.com·

Unsupervised Continual Clustering via Forward-Backward Knowledge Distillation

 💬LLMs  Content type: Academic
arxiv.org·

Sigma-Branch: Hierarchical Single-Path Network Reconstruction for Dynamic Inference with Reduced Active Parameters

 🤖LLM Inference  Content type: Academic
arxiv.org·

google/gemma-4-12B-it-qat-q4_0-gguf

 💬LLMs
huggingface.co·

Heterophily-Aware Adaptive Knowledge Distillation for Hypergraph Neural Networks

 💬LLMs  Content type: Academic
arxiv.org·

LRMIL: Efficient Low-Resolution Multiple Instance Learning via High-Resolution Knowledge Distillation for Whole Slide Image Classification

 🤖LLM Inference  Content type: Academic
arxiv.org·

iblameandrew/open-deepthink: Grok-heavy at the price of API cost. You choose the model. An unlimited army to think about your problem.

 🎯AI Agents  Content type: Code
github.com··r/LocalLLaMA

Invariant Gradient Alignment for Robust Reasoning Distillation

 ✍️Prompt Engineering  Content type: Academic
arxiv.org·

Compress-Distill: Reasoning Trace Compression for Efficient Knowledge Distillation

 ✍️Prompt Engineering  Content type: Academic
arxiv.org·

Improving the Efficiency and Effectiveness of LLM Knowledge Distillation for Conversational Search

 🧠LLM  Content type: Academic
arxiv.org·

Recover-LoRA for Aggressive Quantization: Reclaiming Accuracy in 2-Bit Language Models via Low-Rank Adaptation with Knowledge Distillation on Synthetic Data

 🧠LLM  Content type: Academic
arxiv.org·

LLMCodec: Adapting Video Codecs for Efficient Weight Compression of Large Language Models

 💬NLP  Content type: Academic
arxiv.org·

TempoVLA: Learning Speed-Controllable Vision-Language-Action Policies

 🎮Reinforcement Learning  Content type: Academic
arxiv.org·

SecRL-Prune: Structured Reinforcement Learning-Based Pruning of CodeLLMs for Preserving Adversarial Code Mutation

 🔐InfoSec  Content type: Academic
arxiv.org·

Unveiling the Unknown: Open Vocabulary Object Detection with Scene Graphs

 👁️Multimodal AI  Content type: Academic
arxiv.org·

Geometry-Aware Distillation for Prompt Tuning Biomedical Vision-Language Models

 👁️Multimodal AI  Content type: Academic
arxiv.org·

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