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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

To The Qwen Team, Kindly Contribute to Qwen3-Next GGUF Support!

What's with the obsession with reasoning models?

Meta released MobileLLM-R1 on Hugging Face

Ring-mini-2.0 16B 1.4b MoE

Qwen3 Next and DeepSeek V3.1 share an identical Artificial Analysis Intelligence Index Score for both their reasoning and non-reasoning modes.

A list of models released or udpated last week on this sub, in case you missed any - (12 Sep)

Qwen3-Next-80B-A3B - a big step up may be the best open source reasoning model so far

Long context tested for Qwen3-next-80b-a3b-thinking. Performs very similarly to qwen3-30b-a3b-thinking-2507 and far behind qwen3-235b-a22b-thinking

We just released the world's first 70B intermediate checkpoints. Yes, Apache 2.0. Yes, we're still broke.

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++