Farid @ai_fast_track
🚀 Mentor | IceVision Creator ✨I help companies leverage AI and develop innovative products 🧩I assist mentees in becoming the top 1% of AI practitioners fastpath.one Montreal 🇨🇦 Joined January 2020-
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Today we're releasing jina-code-embeddings, a new suite of code embedding models in two sizes—0.5B and 1.5B parameters—along with 1~4bit GGUF quantizations for both. Built on latest code generation LLMs, these models achieve SOTA retrieval performance despite their compact size.…
Today, we are releasing FineVision, a huge open-source dataset for training state-of-the-art Vision-Language Models: > 17.3M images > 24.3M samples > 88.9M turns > 9.5B answer tokens Here are my favourite findings:
Huge thanks to the community for making Qwen Image Edit’s inpainting magic happen!🙌
Huge thanks to the community for making Qwen Image Edit’s inpainting magic happen!🙌
COMING SOON: The LLM GPU Build Guide > from 1x to 8x GPUs > inference, training, cpu offload, and rackmounts > budgets from $2K to $15K+ > full parts lists, tradeoffs, where to buy, and everything learned the hard way > PCIe lanes & bandwidth, why 2^n # of GPUs matter & more
why don't i like ollama & what do i use on my AI server? a thread of blogposts where i go over: > my ai homelab setup > what are inference engines > how local llms actually work > why i don't recommend ollama > what do i use on my AI server > the different use cases
a senior engineer at google just dropped a 400-page free book on docs for review: agentic design patterns. the table of contents looks like everything you need to know about agents + code: > advanced prompt techniques > multi-agent patterns > tool use and MCP > you name it
🚨 We’ve just published a recipe to train a frontier-level deep research agent using RL. With just 30 hours on an H200, any developer can now beat Sonnet-4 on DeepResearch Bench using open-source tools. (Thread 🧵)
we hacked Wan 2.2 and discovered that it does first and last frame filling, works out of the box on 🧨 diffusers i've built an app for it on @huggingface Spaces (which is powering powering our nano banana video mode too 🍌 🎬)
best small vision LM with reasoning has dropped on @huggingface 🔥 Tencent dropped R-4B, small vision LM that claims sota with Apache 2.0 license 💗 the model enables different thinking options and transformers support through custom code!
What a crazy week in AI 🤯 - xAI Grok Code Model - Lindy AI Agent Builder - Microsoft VibeVoice TTS - NVIDIA New Jetson Thor - Kling 2.1 Start/End Frames - OpenAI Brings Codex to IDE - Google’s Nanobanana Editor - Anthropic Claude for Chrome Here’s EVERYTHING you need to know:
🚨BREAKING: A new open-source voice model just dropped and it’s better than ElevenLabs. This open-source voice AI is ultra-expressive, high quality, and fully free with no paywalls, no limits. Here’s how it works (with real examples):👇
Gemini 2.5 Flash Image (Nano Banana) best practices 🍌🍌🍌 - Be hyper-specific: The more detail you provide, the more control you have. Instead of "fantasy armor," describe it "ornate elven plate armor, etched with silver leaf patterns, with a high collar and pauldrons shaped…
GPT-4o level intelligence running on your phone! MiniCPM-V 4.5 delivers enterprise-grade AI performance in just 8B parameters, outperforming models like GPT-4o, Gemini-2.0 Pro on vision and language tasks. - 30+ language support - Runs smoothly on iPhone/iPad 100% open-source!
New open-weights Chinese model with a really detailed tech report just dropped. It has tons of details on architecture and infra. Here are some of my notes and the parts I found interesting :)
🇨🇳 Another great Chinese Model, OmniHuman-1.5 from ByteDance Turns 1 image plus a voice track into expressive avatar video by pairing a System 1 and System 2 inspired planner with a Diffusion Transformer, Produces coherent motion for over 1 minute with moving camera and multi…
🚨 Apple just released FastVLM on Hugging Face - 0.5, 1.5 and 7B real-time VLMs with WebGPU support 🤯 > 85x faster and 3.4x smaller than comparable sized VLMs > 7.9x faster TTFT for larger models > designed to output fewer output tokens and reduce encoding time for high…
1/4 Thrilled to launch Mobile-Agent-v3 & GUI-Owl! Our new framework for GUI automation sets a new SOTA for open-source models, dominating benchmarks like AndroidWorld (73.3) & OSWorld (37.7). We're excited to open-source our work! GitHub: github.com/X-PLUG/MobileA…
[New Post] CUA market and where things are. Below is what it takes to construct a computer use agent today, and some different approaches to get there We are still in the very early innings but @zephratic @JenniferHli @seema_amble and I are excited to hear what you build 🧵
Thrilled to open-source WebWatcher: our vision-language deep research agent from @Alibaba_NLP! Available in 7B & 32B parameter scales for the community. Achieving SOTA on the toughest VQA benchmarks: • HLE-VL: 13.6% (vs GPT-4o's 9.8%) • BrowseComp-VL: 27.0% (2x GPT-4o!) •…
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