#machinelearning Development Tutorials & Tips | Roast Dev

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JailDAM: Adaptive AI Defense Stops Evolving VLM Jailbreaks (73.8% Accuracy)

This is a Plain English Papers summary of a research paper called JailDAM: Adaptive AI Defense Stops Evolving VLM Jailbreaks (73.8% Accuracy). If you like these kinds of analysis, you should join AImo...

09.04.2025 0 Read More

AI Fails: Models Plunge 57% Reading Real-World Text Styles

This is a Plain English Papers summary of a research paper called AI Fails: Models Plunge 57% Reading Real-World Text Styles. If you like these kinds of analysis, you should join AImodels.fyi or follo...

09.04.2025 0 Read More

Single Quantizer Audio Codec Beats Multi-Quantizer Models: Less Compute, Higher Quality

This is a Plain English Papers summary of a research paper called Single Quantizer Audio Codec Beats Multi-Quantizer Models: Less Compute, Higher Quality. If you like these kinds of analysis, you shou...

09.04.2025 0 Read More

LLM APIs: Are You Getting the Model You Paid For? Audit Finds Swaps

This is a Plain English Papers summary of a research paper called LLM APIs: Are You Getting the Model You Paid For? Audit Finds Swaps. If you like these kinds of analysis, you should join AImodels.fyi...

09.04.2025 0 Read More

New AI Model Crushes Marketing Mix Modeling, Boosts Accuracy 22%

This is a Plain English Papers summary of a research paper called New AI Model Crushes Marketing Mix Modeling, Boosts Accuracy 22%. If you like these kinds of analysis, you should join AImodels.fyi or...

09.04.2025 0 Read More

ReflecTrain: LLMs Learn to Reason During Pre-Training, Boost Math Skills & Robustness

This is a Plain English Papers summary of a research paper called ReflecTrain: LLMs Learn to Reason During Pre-Training, Boost Math Skills & Robustness. If you like these kinds of analysis, you sh...

09.04.2025 0 Read More

SmolVLM: Tiny AI Model Beats Giants in Visual Reasoning!

This is a Plain English Papers summary of a research paper called SmolVLM: Tiny AI Model Beats Giants in Visual Reasoning!. If you like these kinds of analysis, you should join AImodels.fyi or follow ...

09.04.2025 0 Read More

InfiniteICL: LLMs Learn Forever, Shrink Memory Use by 90%

This is a Plain English Papers summary of a research paper called InfiniteICL: LLMs Learn Forever, Shrink Memory Use by 90%. If you like these kinds of analysis, you should join AImodels.fyi or follow...

09.04.2025 0 Read More

Boost your ML pipeline performance with efficient parallelism

I'll show you different levels of parallelism you can achieve to improve the performance of complex Machine Learning workflows. Parallelism in ML pipelines Map is a functional programming para...

09.04.2025 0 Read More

A beginner's guide to the Clip-Embeddings model by Krthr on Replicate

This is a simplified guide to an AI model called Clip-Embeddings maintained by Krthr. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Model overview ...

09.04.2025 0 Read More

JailDAM: Adaptive AI Defense Stops Evolving VLM Jailbreaks (73.8% Accuracy)

AI Fails: Models Plunge 57% Reading Real-World Text Styles

Single Quantizer Audio Codec Beats Multi-Quantizer Models: Less Compute, Higher Quality

LLM APIs: Are You Getting the Model You Paid For? Audit Finds Swaps

New AI Model Crushes Marketing Mix Modeling, Boosts Accuracy 22%

ReflecTrain: LLMs Learn to Reason During Pre-Training, Boost Math Skills & Robustness

SmolVLM: Tiny AI Model Beats Giants in Visual Reasoning!

InfiniteICL: LLMs Learn Forever, Shrink Memory Use by 90%

Boost your ML pipeline performance with efficient parallelism

A beginner's guide to the Clip-Embeddings model by Krthr on Replicate

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