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The Annotated Transformer

How to Fix Your Context

Writing Speed-of-Light Flash Attention for 5090 in CUDA C++

Practical approach for streaming UI from LLMs

Making LLMs Cheaper and Better via Performance-Efficiency Optimized Routing

Sprinkling Self-Doubt on ChatGPT

DeepSeek-v3.1 Release

From GPT-4 to GPT-5: Measuring Progress in Medical Language Understanding

Introduction to Bluesky's AT Protocol

[D] Best Way to Incorporate Edge Scores into Transformer After GNN?

Smoothie Qwen: A lightweight adjustment tool for smoothing token probabilities in the Qwen models to encourage balanced multilingual generation.

nanoVLM: A minimal Vision-Language Model with a LLaMA-style decoder — now open source

deepseek-ai/DeepSeek-Prover-V2-671B · Hugging Face

Whisper Translation Finetuning [P]

[D] How could a MLP replicate the operations of an attention head?

Looks like Qwen 3 will have a 256k context?

[P] Top open chart-understanding model upto 8B and performs on par with much larger models. Try it

Finally got ~10t/s DeepSeek V3-0324 hybrid (FP8+Q4_K_M) running locally on my RTX 4090 + Xeon with with 512GB RAM, KTransformers and 32K context

Microsoft

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VibeVoice-1.5B

Task: text-to-speech

ByteDance Seed

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Seed-OSS-36B-Instruct

Task: text-generation

NVIDIA

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NVIDIA-Nemotron-Nano-9B-v2

Task: text-generation

OpenAI

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gpt-oss-120b

Task: text-generation

Nexa AI

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OmniNeural-4B

Cohere Labs

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command-a-reasoning-08-2025

Task: text-generation

OpenBMB

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MiniCPM-V-4_5

Task: image-text-to-text

AIDC-AI

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Ovis2.5-9B

Task: image-text-to-text

NVIDIA

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NVIDIA-Nemotron-Nano-12B-v2-Base

Task: text-generation

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.

huggingface

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optimum

🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools

NVIDIA

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Megatron-LM

Ongoing research training transformer models at scale

neuml

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txtai

💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows

microsoft

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unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

lucidrains

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vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

run-llama

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llama_index

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

f

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awesome-chatgpt-prompts

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

openai

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whisper

Robust Speech Recognition via Large-Scale Weak Supervision