[LLM News] Claude 3.5 Sonnet, Open-Sora, Context Caching, PlanRAG, Safe SuperIntelligence Inc

Elvis Saravia · Beginner ·🧠 Large Language Models ·1y ago
Another exciting episode of LLM News! Links mentioned in the video: 00:00 Claude 3.5 Sonnet - https://www.anthropic.com/news/claude-3-5-sonnet 04:04 Gen-3 Alpha - https://runwayml.com/blog/introducing-gen-3-alpha/ 05:05 Safe SuperIntelligence Inc - https://x.com/ssi/status/1803472825476587910 06:35 Meta AI Research - https://about.fb.com/news/2024/06/releasing-new-ai-research-models-to-accelerate-innovation-at-scale/ 07:49 DeepSeek-Coder-V2 - https://youtu.be/0Xp7K2rHcZg?si=khDjNLSQPKSZVn0j 10:29 Memory Tuning - https://youtu.be/Bs36gxpKcqk?si=SicIqfAday3q15tE 12:28 V2A - https://deepmind.google/discover/blog/generating-audio-for-video/ 15:06 Local III - https://changes.openinterpreter.com/log/local-iii 16:26 Open-Sora - https://github.com/hpcaitech/Open-Sora 17:30 tokencost - https://github.com/AgentOps-AI/tokencost 18:27 MCTSr - https://arxiv.org/pdf/2406.07394 19:45 Gemini Context Caching - https://youtu.be/987Pd89EDPs?si=aeAGjSmwUj22sVTp 21:17 Long-Context LLMs - https://x.com/omarsar0/status/1804184820806766875 23:48 RAG to Rich - https://x.com/omarsar0/status/1803254134289895555 25:09 PlanRAG - https://x.com/omarsar0/status/1803262374574448757 26:37 LangChain Criticism - https://www.octomind.dev/blog/why-we-no-longer-use-langchain-for-building-our-ai-agents Claude 3.5 Sonnet overview: https://youtu.be/h9CERBnVOmQ To learn more, check out our upcoming live training to learn more about building with LLMs: https://maven.com/dair-ai/prompt-engineering-llms #ai #machinelearning #science #chatgpt Reach out to elvissaravia@dair.ai if you would like to sponsor the LLM News.
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 14 Keep Learning ML #2 | Language-conditioned policy learning, Effective ML Testing, EagerPy
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 20 Dive into Deep Learning (Study Group): Modern CNNs | Session 7
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 23 How to save the world and forward your career in 5 easy steps | Women in NLP Talks
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 24 Prompt Engineering Overview
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 26 LM-Guided Chain of Thought
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 28 Reasoning with Intermediate Revision and Search with LLMs #chatgpt #ai #llms #science #programming
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 29 General Tips for Designing Prompts
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 30 Efficient Infinite Context Transformers #ai #machinelearning #research #llms #science
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 31 Best Practices and Lessons Learned on Synthetic Data for Language Models #ai #machinelearning #genai
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 32 Reducing Hallucinations in Structured Outputs via RAG #chatgpt #ai #llms #programming
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 33 Basic Prompt Examples for LLMs
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 34 LLM In Context Recall is Prompt Dependent #llms #ai #chatgpt #machinelearning
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 35 Zero-shot Prompting Explained
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 36 RAG Faithfulness #llms #ai #gpt4
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 37 Understanding LLM Settings
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 38 Llama 3 is here! | First impressions and thoughts
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 39 Llama 3 is Here! #ai #llms #llama3
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 42 Make Your LLM Fully Utilize the Context #ai #llms #machinelearning
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 43 When to Retrieve? #ai #llms #machinelearning
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 44 Training an LLM to effectively use information retrieval
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 45 State-of-the-art open-source LLM judges #ai #machinelearning #gpt4
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 46 Better and Faster LLMs via Multi-token Prediction
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 49 [LLM NEWS] AlphaFold 3, xLSTM, OpenAI's Model Spec, DeepSeek-V2, OpenDevin CodeAct 1.0
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 50 LLM-powered tool for web scraping #ai #chatgpt #engineering
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 53 [LLM News] GPT4-o, Project Astra, Veo, Copilot+ PCs, Gemini 1.5 Flash, Chameleon
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 54 Enhancing Answer Selection in LLMs #ai #machinelearning #engineering
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 55 On exploring LLMs #ai #promptengineering #chatgpt
On exploring LLMs #ai #promptengineering #chatgpt
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 56 Transformers Can Do Arithmetic with the Right Embeddings #ai #machinelearning #engineering
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 58 PR-Agent #ai #gpt4 #software
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 59 Extracting features from Claude 3 Sonnet
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 60 Has prompt engineering been solved?
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Chapters (16)

Claude 3.5 Sonnet - https://www.anthropic.com/news/claude-3-5-sonnet
4:04 Gen-3 Alpha - https://runwayml.com/blog/introducing-gen-3-alpha/
5:05 Safe SuperIntelligence Inc - https://x.com/ssi/status/1803472825476587910
6:35 Meta AI Research - https://about.fb.com/news/2024/06/releasing-new-ai-research-m
7:49 DeepSeek-Coder-V2 - https://youtu.be/0Xp7K2rHcZg?si=khDjNLSQPKSZVn0j
10:29 Memory Tuning - https://youtu.be/Bs36gxpKcqk?si=SicIqfAday3q15tE
12:28 V2A - https://deepmind.google/discover/blog/generating-audio-for-video/
15:06 Local III - https://changes.openinterpreter.com/log/local-iii
16:26 Open-Sora - https://github.com/hpcaitech/Open-Sora
17:30 tokencost - https://github.com/AgentOps-AI/tokencost
18:27 MCTSr - https://arxiv.org/pdf/2406.07394
19:45 Gemini Context Caching - https://youtu.be/987Pd89EDPs?si=aeAGjSmwUj22sVTp
21:17 Long-Context LLMs - https://x.com/omarsar0/status/1804184820806766875
23:48 RAG to Rich - https://x.com/omarsar0/status/1803254134289895555
25:09 PlanRAG - https://x.com/omarsar0/status/1803262374574448757
26:37 LangChain Criticism - https://www.octomind.dev/blog/why-we-no-longer-use-langcha
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