Hugging Face's logo
alkinun's picture
TFLOPS icon 36.4 TFLOPS
15 41 293

alkinun

AtAndDev
thomwolf's profile picture louisbrulenaudet's profile picture faisalbsl21's profile picture
·

AI & ML interests

LLMs, Alignment, Merging, Unsloth, DPO, SFT, ORPO, SPIN..

Recent Activity

Reacted to burtenshaw's post with ❤️ 34 minutes ago
For anyone looking to boost their LLM fine-tuning and alignment skills this decemeber. We're running this free and open course called smol course. It’s not big like Li Yin and @mlabonne, it’s just smol. 👷 It focuses on practical use cases, so if you’re working on something, bring it along. 👯‍♀️ It’s peer reviewed and open so you can discuss and get feedback. 🤘 If you’re already a smol pro, feel free to drop a star or issue. > > Part 1 starts now, and it’s on instruction tuning! https://github.com/huggingface/smol-course
Reacted to vincentg64's post with 👀 about 3 hours ago
LLM 2.0, the New Generation of Large Language Models https://mltblog.com/49ksOLL I get many questions about the radically different LLM technology that I started to develop 2 years ago. Initially designed to retrieve information that I could no longer find on the Internet, not with search, OpenAI, Gemini, Perplexity or any other platform, it evolved to become the ideal solution for professional enterprise users. Now agentic and multimodal, automating business tasks at scale with lightning speed, consistently delivering real ROI, bypassing the costs associated to training and GPU with zero weight and explainable AI, tested and developed for Fortune 100 company. So, what is behind the scenes, how different is it compared to LLM 1.0 (GPT and the likes), how can it be hallucination-free, what makes it a game changer, how did it eliminate prompt engineering, how does it handle knowledge graphs without neural networks, and what are the other benefits? In a nutshell, the performance is due to building a robust architecture from the ground up and at every step, offering far more than a prompt box, relying on home-made technology rather than faulty Python libraries, and designed by enterprise and tech visionaries for enterprise users. Contextual smart crawling to retrieve underlying taxonomies, augmented taxonomies, long contextual multi-tokens, real-time fine-tunning, increased security, LLM router with specialized sub-LLMs, an in-memory database architecture of its own to efficiently handle sparsity in keyword associations, contextual backend tables, agents built on the backend, mapping between prompt and corpus keywords, customized PMI rather than cosine similarity, variable-length embeddings, and the scoring engine (the new “PageRank” of LLMs) returning results along with the relevancy scores, are but a few of the differentiators. ➡️ Read the full article, at https://mltblog.com/49ksOLL
Reacted to vansin's post with 👀 about 3 hours ago
Try InternThinker~ https://internlm-chat.intern-ai.org.cn/internthinker
View all activity

Organizations

ESPnet's profile picture CVPR Demo Track's profile picture BigScience Biomedical Datasets's profile picture ONNXConfig for all's profile picture video-p2p-library's profile picture Gradio-Themes-Party's profile picture Gradio-Blocks-Party's profile picture scikit-learn's profile picture Open-Source AI Meetup's profile picture AMD's profile picture lora concepts library's profile picture OpenBuddy Community's profile picture ECCV 2022's profile picture Kornia AI's profile picture Tune a video concepts library's profile picture SIGGRAPH 2022's profile picture Interspeech2022's profile picture Stable Diffusion concepts library's profile picture SIGGRAPH Asia 2022 Demos's profile picture Stable Diffusion Dreambooth Concepts Library's profile picture Musika's profile picture Blog-explorers's profile picture OpenSky's profile picture ICCV2023's profile picture ICML2023's profile picture huggingPartyParis's profile picture Multi🤖Transformers's profile picture Team Tonic's profile picture That Time I got Reincarnated as a Hugging Face Organization's profile picture ZeroGPU Explorers's profile picture Pirates Party for all software open source's profile picture MLX Community's profile picture recipe research's profile picture Narra's profile picture Social Post Explorers's profile picture Cognitive Computations's profile picture M4-ai's profile picture Spinner-GPT-4's profile picture Dev Mode Explorers's profile picture Stable Diffusion Community (Unofficial, Non-profit)'s profile picture Hugging Face Discord Community's profile picture OpenEndedLM's profile picture Data Is Better Together Contributor's profile picture