ML explorations @ML_explorations
Joined July 2023-
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In case you have missed, this week @huggingface released IDEFICS3Llama a vision language model state-of-the-art of it's size in many benchmarks 😍
In case you have missed, this week @huggingface released IDEFICS3Llama a vision language model state-of-the-art of it's size in many benchmarks 😍
New leaderboard powered by Decoding Trust (outstanding paper at Neurips!), to evaluate LLM safety, such as bias and toxicity, PII, and robustness 🚀 You can find it here: huggingface.co/spaces/AI-Secu… And the intro blog is here: huggingface.co/blog/leaderboa… Congrats to @uiuc_aisecure !
Just one hour since Canva dropped its new AI and the design world will never be the same 🤯 10 new features to 10x your productivity 🧵👇
It used to take me hours of work to turn my presentation slides into content. With Canva's newest update, you can get it done in seconds. I've created a short video walkthrough of how to use it. What's great about it: It allows you to repurpose assets you already have with a…
Lots of magic in @canva! So much #AI #ML tools in one place to edit photos, create presentations and much more… canva.com/newsroom/news/…
LLMs can hallucinate and lie. They can be jailbroken by weird suffixes. They memorize training data and exhibit biases. 🧠 We shed light on all of these phenomena with a new approach to AI transparency. 🧵 Website: ai-transparency.org Paper: arxiv.org/abs/2310.01405
There are many known “foundation models” for chat models, but what about computer vision? 🧐 In this thread, we’ll talk about few of them 👇 🖼️ Segment Anything Model 🦉 OWLViT 💬 BLIP-2 🐕 IDEFICS 🧩 CLIP 🦖 Grounding DINO Let’s go! ✨
Mistral 7B is out. It outperforms Llama 2 13B on every benchmark we tried. It is also superior to LLaMA 1 34B in code, math, and reasoning, and is released under the Apache 2.0 licence. mistral.ai/news/announcin…
Mistral 7B is out. It outperforms Llama 2 13B on every benchmark we tried. It is also superior to LLaMA 1 34B in code, math, and reasoning, and is released under the Apache 2.0 licence. mistral.ai/news/announcin… https://t.co/5gHmzyrHZb
Multimodal Foundation Models: From Specialists to General-Purpose Assistants paper page: huggingface.co/papers/2309.10… paper presents a comprehensive survey of the taxonomy and evolution of multimodal foundation models that demonstrate vision and vision-language capabilities,…
Canva now has incredible AI features. You can easily create visuals in seconds. I'll show you how to create AI-boosted designs on Canva:
LLaSM: Large Language and Speech Model paper page: huggingface.co/papers/2308.15… Multi-modal large language models have garnered significant interest recently. Though, most of the works focus on vision-language multi-modal models providing strong capabilities in following…
We are thrilled to share our groundbreaking paper published today in @Nature: "Champion-Level Drone Racing using Deep Reinforcement Learning." We introduce "Swift," the first autonomous vision-based drone that beat human world champions in several fair head-to-head races! PDF…
🚨 NLP News 🛠 Tool-Augmented LLMs open.substack.com/pub/nlpnewslet…
New on @huggingface — CoTracker simultaneously tracks the movement of multiple points in videos using a flexible design based on a transformer network — it models correlation of the points in time via specialized attention layers. 🤗 Try CoTracker ➡️ bit.ly/3swQFqt
We beat GPT-4 on HumanEval with fine-tuned CodeLlama-34B! Here's how we did it: phind.com/blog/code-llam… 🚀 Both models have been open-sourced on Huggingface: huggingface.co/Phind
Today, we release CodeLlama, a collection of base and instruct-finetuned models with 7B, 13B and 34B parameters. For coding tasks, CodeLlama 7B is competitive with Llama 2 70B and CodeLlama 34B is state-of-the-art among open models. Paper and weights: ai.meta.com/research/publi…
AutoGPTQ is now natively supported in transformers! 🤩 AutoGPTQ is a library for GPTQ, a post-training quantization technique to quantize autoregressive generative LLMs. 🦜 With this integration, you can quantize LLMs with few lines of code! Read more 👉 hf.co/blog/gptq-inte…
Will be interesting how this LoRA-on-demand service will compare to open-source LoRA on prem. Here's a little reminder that open-source Llama 2 compares very favorably to ChatGPT / GPT 3.5
Will be interesting how this LoRA-on-demand service will compare to open-source LoRA on prem. Here's a little reminder that open-source Llama 2 compares very favorably to ChatGPT / GPT 3.5 https://t.co/pK3LI2RSpV
fine-tuning for GPT-3.5 turbo! (and coming this fall for GPT-4)
fine-tuning for GPT-3.5 turbo! (and coming this fall for GPT-4)
Introducing SeamlessM4T, the first all-in-one, multilingual multimodal translation model. This single model can perform tasks across speech-to-text, speech-to-speech, text-to-text translation & speech recognition for up to 100 languages depending on the task. Details ⬇️
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