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Should LLMs just treat text content as an image?

EntropyLong: Effective Long-Context Training via Predictive Uncertainty

Pico-Banana-400k

Show HN: Chonky – a neural text semantic chunking goes multilingual

Why can't transformers learn multiplication?

ChunkLLM: A Lightweight Pluggable Framework for Accelerating LLMs Inference

'Attention is all you need' coauthor says he's 'sick' of transformers

Claude Memory

Antislop: A framework for eliminating repetitive patterns in language models

Using llamacpp and RCP, managed to improve promt processing by 4x times (160 t/s to 680 t/s) and text generation by 2x times (12.67 t/s to 22.52 t/s) by changing the device order including RPC. GLM 4.6 IQ4_XS multiGPU + RPC.

Meta just dropped MobileLLM-Pro, a new 1B foundational language model on Huggingface

We built 3B and 8B models that rival GPT-5 at HTML extraction while costing 40-80x less - fully open source

Google C2S-Scale 27B (based on Gemma) built with Yale generated a novel hypothesis about cancer cellular behavior - Model + resources are now on Hugging Face and GitHub

Qwen3-30B-A3B FP8 on RTX Pro 6000 blackwell with vllm

[R]: Create a family of pre-trained LLMs of intermediate sizes from a single student-teacher pair

Qwen3-VL-4B and 8B Instruct & Thinking are here

Qwen3-VL-4B and 8B Instruct & Thinking are here

[D] Reverse-engineering Flash Attention 4

Qwen

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Qwen3-VL-2B-Instruct

Task: image-text-to-text

Qwen

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Qwen3-VL-8B-Instruct

Task: image-text-to-text

Qwen

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Qwen3-VL-32B-Instruct

Task: image-text-to-text

Pokee AI

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pokee_research_7b

Task: text-generation

Z.ai

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GLM-4.6

Task: text-generation

Qwen

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Qwen3-VL-2B-Thinking

Task: image-text-to-text

Cerebras

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GLM-4.5-Air-REAP-82B-A12B

Task: text-generation

Meta Llama

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Llama-3.1-8B-Instruct

Task: text-generation

OpenAI

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gpt-oss-120b

Task: text-generation

f

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awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better.

NVIDIA

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Megatron-LM

Ongoing research training transformer models at scale

huggingface

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transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Dao-AILab

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flash-attention

Fast and memory-efficient exact attention

run-llama

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llama_index

LlamaIndex is the leading framework for building LLM-powered agents over your data.

deepspeedai

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DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Unstructured-IO

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unstructured

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

huggingface

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pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

ggml-org

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whisper.cpp

Port of OpenAI's Whisper model in C/C++