Video wird geladen...

Video konnte nicht geladen werden

Zur Startseite

Transformers & LLMs cheatsheets for Stanford's CME-295! Covering tokenization, self-attention, prompting, fine-tuning, LLM-as-a-judge, RAG, AI Agents, and reasoning models. 100% free and open-source.

akshay_pachaar's profile picture

Akshay 🚀

277,305 subscribers

101,587 Aufrufe • vor 1 Jahr •via X (Twitter)

MusikWissenschaft & TechnologieBildung
LIVE

Anya Rossi• Live Now

Private livecam show

0 Kommentare

Keine Kommentare verfügbar

Kommentare vom Original-Post werden hier angezeigt

Ähnliche Videos

Check this!! A 100% open-source toolkit to work with LLMs. Transformer Lab is an app to experiment with LLMs: - Train, fine-tune, or chat. - One-click LLM download (DeepSeek, Gemma, etc.) - Drag-n-drop UI for RAG. - Built-in logging, and more. 100% local!
0:17

Check this!! A 100% open-source toolkit to work with LLMs. Transformer Lab is an app to experiment with LLMs: - Train, fine-tune, or chat. - One-click LLM download (DeepSeek, Gemma, etc.) - Drag-n-drop UI for RAG. - Built-in logging, and more. 100% local!

Avi Chawla

74,778 Aufrufe • vor 1 Jahr

Drag-and-drop UI to build AI agents! Langflow is a powerful visual tool for building and deploying AI-powered agents and workflows—without writing any code. Supports all major LLMs, vector DBs, etc. 100% open-source, 62k+ stars 🌟
0:11

Drag-and-drop UI to build AI agents! Langflow is a powerful visual tool for building and deploying AI-powered agents and workflows—without writing any code. Supports all major LLMs, vector DBs, etc. 100% open-source, 62k+ stars 🌟

Akshay 🚀

207,932 Aufrufe • vor 1 Jahr

Meet #DBRX: a general-purpose LLM that sets a new standard for efficient open source models. Use the DBRX model in your RAG apps or use the DBRX design to build your own custom LLMs and improve the quality of your GenAI applications.
0:20

Meet #DBRX: a general-purpose LLM that sets a new standard for efficient open source models. Use the DBRX model in your RAG apps or use the DBRX design to build your own custom LLMs and improve the quality of your GenAI applications.

Databricks

327,704 Aufrufe • vor 2 Jahren

Google just open-sourced LangExtract Python library! It uses LLMs to extract entities, attributes, and relations—with exact source grounding—from unstructured documents. Flexible LLM support (Gemini, OpenAI, Ollama) 100% open-source.
0:18

Google just open-sourced LangExtract Python library! It uses LLMs to extract entities, attributes, and relations—with exact source grounding—from unstructured documents. Flexible LLM support (Gemini, OpenAI, Ollama) 100% open-source.

Akshay 🚀

120,385 Aufrufe • vor 10 Monaten

BOOOM! Both VLMs and LLMs now have a baked-in http server w/ OpenAI spec compatible API in transformers Launch it with `transformers serve` and connect your favorite apps. Here I'm running Open WebUI with local transformers. LLM, VLM, tool calling is in, STT & TTS coming soon!
0:12

BOOOM! Both VLMs and LLMs now have a baked-in http server w/ OpenAI spec compatible API in transformers Launch it with `transformers serve` and connect your favorite apps. Here I'm running Open WebUI with local transformers. LLM, VLM, tool calling is in, STT & TTS coming soon!

Lysandre

16,256 Aufrufe • vor 11 Monaten

THE BEST visual explainer of how information propagates through a transformer. If you want to have more than intuition about how the Transformer architecture is ruling the LLM world - open-source project explains everything about LLM Transformer Models! - A great resource for anyone looking to gain a deeper understanding of how Transformer-based AI models like GPT work, including: - Self-attention mechanisms - Encoder-decoder architecture - Positional encoding - Multi-head attention
0:19

THE BEST visual explainer of how information propagates through a transformer. If you want to have more than intuition about how the Transformer architecture is ruling the LLM world - open-source project explains everything about LLM Transformer Models! - A great resource for anyone looking to gain a deeper understanding of how Transformer-based AI models like GPT work, including: - Self-attention mechanisms - Encoder-decoder architecture - Positional encoding - Multi-head attention

Rohan Paul

106,880 Aufrufe • vor 1 Jahr

Claude Code got a massive open-source rival 🤯 This tool maps your entire codebase, automates terminal commands, and lets you use 500+ different AI models, including completely free ones. 100% Open-Source.
0:19

Claude Code got a massive open-source rival 🤯 This tool maps your entire codebase, automates terminal commands, and lets you use 500+ different AI models, including completely free ones. 100% Open-Source.

Alvaro Cintas

54,172 Aufrufe • vor 3 Monaten

Announcing TurboSeek – an AI search engine that's 100% free and open source!
0:13

Announcing TurboSeek – an AI search engine that's 100% free and open source!

Hassan

109,112 Aufrufe • vor 2 Jahren

Zero-shot video reasoning (chain-of-frames) isn’t just for Veo3 — open-source models can understand and edit too! 🕹️ ChronoEdit brings temporal reasoning to image editing. 🔗
0:13

Zero-shot video reasoning (chain-of-frames) isn’t just for Veo3 — open-source models can understand and edit too! 🕹️ ChronoEdit brings temporal reasoning to image editing. 🔗

Xuanchi Ren

22,653 Aufrufe • vor 8 Monaten

Google released Gemma 3 270M, a new model for hyper-efficient local AI! We'll fine-tune this model and make it very smart at playing chess and predict the next move. Tech stack: - Unsloth AI for efficient fine-tuning. - Hugging Face transformers to run it locally. Let's go! 🚀
0:11

Google released Gemma 3 270M, a new model for hyper-efficient local AI! We'll fine-tune this model and make it very smart at playing chess and predict the next move. Tech stack: - Unsloth AI for efficient fine-tuning. - Hugging Face transformers to run it locally. Let's go! 🚀

Akshay 🚀

145,637 Aufrufe • vor 10 Monaten

Next week we're open sourcing Agent Builder - a visual n8n-style workflow builder for AI agents. Build AI agent workflows with a visual canvas by connecting , LLMs, logic nodes, and MCPs, then deploy as an API. Stay tuned for this one 👀
0:16

Next week we're open sourcing Agent Builder - a visual n8n-style workflow builder for AI agents. Build AI agent workflows with a visual canvas by connecting , LLMs, logic nodes, and MCPs, then deploy as an API. Stay tuned for this one 👀

Caleb Peffer (Hiring!)

251,759 Aufrufe • vor 8 Monaten

🛠️ Build AI Agents Tailored for Your Video Data. Master prompt engineering, fine-tuning, and customization to build video analytics #AIagents. Sign up for the webinar today ➡️
0:17

🛠️ Build AI Agents Tailored for Your Video Data. Master prompt engineering, fine-tuning, and customization to build video analytics #AIagents. Sign up for the webinar today ➡️

NVIDIA AI

15,464 Aufrufe • vor 1 Jahr

Fixing plastic AI generated skin is a $100k/month problem. Apps like Enhancor AI use open-source models and ComfyUI workflows as a backend. How do I know this? I built a workflow that clones their core feature and I'm dropping it below for FREE. Same results, no subscriptions. Use it yourself OR build your own app around it. Why pay for open-source tools? 🧵
0:14

Fixing plastic AI generated skin is a $100k/month problem. Apps like Enhancor AI use open-source models and ComfyUI workflows as a backend. How do I know this? I built a workflow that clones their core feature and I'm dropping it below for FREE. Same results, no subscriptions. Use it yourself OR build your own app around it. Why pay for open-source tools? 🧵

rob - comfyui

74,528 Aufrufe • vor 9 Monaten

You can now run open-source AI coding agents without paying for API keys 🤯 Cline CLI 2.0 just dropped with free access to Minimax M2.5. → Runs from your terminal → Parallel agents → Works with any editor Any model you want. 100% Open Source.
0:14

You can now run open-source AI coding agents without paying for API keys 🤯 Cline CLI 2.0 just dropped with free access to Minimax M2.5. → Runs from your terminal → Parallel agents → Works with any editor Any model you want. 100% Open Source.

Alvaro Cintas

161,893 Aufrufe • vor 4 Monaten

100+ Cursor AI prompt templates to build full-stack apps with Python, TypeScript, React and more. Plus, you can use templates for it to function as an API, LLM and Agents expert.
0:12

100+ Cursor AI prompt templates to build full-stack apps with Python, TypeScript, React and more. Plus, you can use templates for it to function as an API, LLM and Agents expert.

Shubham Saboo

75,833 Aufrufe • vor 1 Jahr

We are excited to launch our two models Pharia-1-LLM-7B-control and Pharia-1-LLM-7B-control-aligned. Both models and the code used to train them are now publicly available and open-sourced for non-commercial research and educational use. Read our model blog post here: Learn more about our open-source codebase Scaling: #writtenbyalephalpha
0:13

We are excited to launch our two models Pharia-1-LLM-7B-control and Pharia-1-LLM-7B-control-aligned. Both models and the code used to train them are now publicly available and open-sourced for non-commercial research and educational use. Read our model blog post here: Learn more about our open-source codebase Scaling: #writtenbyalephalpha

Aleph Alpha

44,326 Aufrufe • vor 1 Jahr

100% Free and open source implementation of a zoomable shadcn chart
0:13

100% Free and open source implementation of a zoomable shadcn chart

Shelwin

93,496 Aufrufe • vor 1 Jahr

You can now clone any website just by writing a prompt. Just paste the website URL and Al agents will instantly create a working clone you can build on top of. 100% open source with major AI models👇
0:17

You can now clone any website just by writing a prompt. Just paste the website URL and Al agents will instantly create a working clone you can build on top of. 100% open source with major AI models👇

Alvaro Cintas

66,979 Aufrufe • vor 10 Monaten

SuiRWA is training its investment AI agents on extensive data, using neural networks for pattern recognition. They learn via supervised & unsupervised methods, with fine-tuning for market analysis, ensuring accuracy and minimizing bias. A revolution in investing might be here.
0:16

SuiRWA is training its investment AI agents on extensive data, using neural networks for pattern recognition. They learn via supervised & unsupervised methods, with fine-tuning for market analysis, ensuring accuracy and minimizing bias. A revolution in investing might be here.

Sui RWA

16,165 Aufrufe • vor 1 Jahr

RAG is not Memory. AI agents need long-term memory to maintain context and learn continuously. 5 frameworks for AI agent memory. 100% opensource. 1. Graphiti builds temporally-aware knowledge graphs for AI agents that change over time with evolving relationships and context.
0:19

RAG is not Memory. AI agents need long-term memory to maintain context and learn continuously. 5 frameworks for AI agent memory. 100% opensource. 1. Graphiti builds temporally-aware knowledge graphs for AI agents that change over time with evolving relationships and context.

Unwind AI

293,513 Aufrufe • vor 1 Jahr