[LLM News] Moshi, RAG Best Practices, State of AI Report, Million Tiny Experts, GPT4All, RouteLLM

Elvis Saravia · Advanced ·🧠 Large Language Models ·1y ago
Another exciting episode of LLM News! Links mentioned in the video: 00:00 Moshi - https://x.com/kyutai_labs/status/1808883086173569222 01:54 Gen-3 Alpha - https://x.com/runwayml/status/1807822396415467686 02:19 RouteLLM - https://x.com/lmsysorg/status/1807812671238258931 04:10 Tiny Giant - https://x.com/SFResearch/status/1807811770267971984 05:23 Million Tiny Experts - https://x.com/omarsar0/status/1810389538340290724 06:31 1B Personas - https://x.com/omarsar0/status/1807827401122238628 07:53 Reasoning in LLMs - https://x.com/omarsar0/status/1810329294884741594 09:20 Best Practices in RAG - https://x.com/omarsar0/status/1808177231342018748 10:00 Self-Evaluation Defense - https://x.com/omarsar0/status/1809241930963853621 11:45 OpenAutoCoder - https://x.com/LingmingZhang/status/1808501612056629569 13:16 Satyrn - https://x.com/omarsar0/status/1810324765627867341 14:23 Pretzel - https://github.com/pretzelai/pretzelai/blob/main/README.md 15:10 GPT4All 3.0 - https://x.com/nomic_ai/status/1808162955806097767 17:15 Understanding Deep Learning - https://x.com/omarsar0/status/1808887392503279758 18:10 the State of AI Report - https://retool.com/blog/state-of-ai-h1-2024 #ai #machinelearning #science #engineering
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1 101 ways to solve search (by Pratik Bhavsar)
101 ways to solve search (by Pratik Bhavsar)
Elvis Saravia
2 TLDR Generation of Scientific Documents | ML Interview #1 with Isabel Cachola
TLDR Generation of Scientific Documents | ML Interview #1 with Isabel Cachola
Elvis Saravia
3 Sentiment Analysis: Key Milestones, Challenges and New Directions
Sentiment Analysis: Key Milestones, Challenges and New Directions
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4 Discriminative Adversarial Search for Abstractive Summarization (by Thomas Scialom)
Discriminative Adversarial Search for Abstractive Summarization (by Thomas Scialom)
Elvis Saravia
5 Question Understanding: COVID-Q: 1,600+ Questions about COVID-19
Question Understanding: COVID-Q: 1,600+ Questions about COVID-19
Elvis Saravia
6 Getting Started with NLP
Getting Started with NLP
Elvis Saravia
7 Building tools and frameworks for large-scale social media mining (by Dr. Juan M. Banda)
Building tools and frameworks for large-scale social media mining (by Dr. Juan M. Banda)
Elvis Saravia
8 TextAttack: A Framework for Data Augmentation and Adversarial Training in NLP
TextAttack: A Framework for Data Augmentation and Adversarial Training in NLP
Elvis Saravia
9 Dive into Deep Learning (Study Group): Introduction to Deep Learning | Session 1
Dive into Deep Learning (Study Group): Introduction to Deep Learning | Session 1
Elvis Saravia
10 Dive into Deep Learning (Study Group): Multilayer Perceptrons | Session 4
Dive into Deep Learning (Study Group): Multilayer Perceptrons | Session 4
Elvis Saravia
11 How I read and annotate ML papers
How I read and annotate ML papers
Elvis Saravia
12 Keep Learning ML  (Session 1) | DSV, CompLex, Modern tools for emotions
Keep Learning ML (Session 1) | DSV, CompLex, Modern tools for emotions
Elvis Saravia
13 Dive into Deep Learning (Study Group): Preliminaries | Session 2
Dive into Deep Learning (Study Group): Preliminaries | Session 2
Elvis Saravia
14 Keep Learning ML #2 | Language-conditioned policy learning, Effective ML Testing, EagerPy
Keep Learning ML #2 | Language-conditioned policy learning, Effective ML Testing, EagerPy
Elvis Saravia
15 Dive into Deep Learning (Study Group): Linear Neural Networks | Session 3
Dive into Deep Learning (Study Group): Linear Neural Networks | Session 3
Elvis Saravia
16 Dive into Deep Learning (Study Group): Multilayer Perceptrons | Session 4
Dive into Deep Learning (Study Group): Multilayer Perceptrons | Session 4
Elvis Saravia
17 Keep Learning ML #3 | Contrastively Trained Structured World Models
Keep Learning ML #3 | Contrastively Trained Structured World Models
Elvis Saravia
18 Dive into Deep Learning (Study Group): Deep Learning Computation with PyTorch |  Session 5
Dive into Deep Learning (Study Group): Deep Learning Computation with PyTorch | Session 5
Elvis Saravia
19 Dive into Deep Learning (Study Group): Convolutional Neural Networks | Session 6
Dive into Deep Learning (Study Group): Convolutional Neural Networks | Session 6
Elvis Saravia
20 Dive into Deep Learning (Study Group): Modern CNNs | Session 7
Dive into Deep Learning (Study Group): Modern CNNs | Session 7
Elvis Saravia
21 101 ways to solve neural search with Jina
101 ways to solve neural search with Jina
Elvis Saravia
22 (Hopefully-Reusable) Life Lessons for PhD Students in NLP
(Hopefully-Reusable) Life Lessons for PhD Students in NLP
Elvis Saravia
23 How to save the world and forward your career in 5 easy steps | Women in NLP Talks
How to save the world and forward your career in 5 easy steps | Women in NLP Talks
Elvis Saravia
24 Prompt Engineering Overview
Prompt Engineering Overview
Elvis Saravia
25 Getting Started with the OpenAI Playground
Getting Started with the OpenAI Playground
Elvis Saravia
26 LM-Guided Chain of Thought
LM-Guided Chain of Thought
Elvis Saravia
27 Elements of a Prompt
Elements of a Prompt
Elvis Saravia
28 Reasoning with Intermediate Revision and Search with LLMs #chatgpt #ai #llms #science #programming
Reasoning with Intermediate Revision and Search with LLMs #chatgpt #ai #llms #science #programming
Elvis Saravia
29 General Tips for Designing Prompts
General Tips for Designing Prompts
Elvis Saravia
30 Efficient Infinite Context Transformers #ai #machinelearning #research #llms #science
Efficient Infinite Context Transformers #ai #machinelearning #research #llms #science
Elvis Saravia
31 Best Practices and Lessons Learned on Synthetic Data for Language Models #ai #machinelearning #genai
Best Practices and Lessons Learned on Synthetic Data for Language Models #ai #machinelearning #genai
Elvis Saravia
32 Reducing Hallucinations in Structured Outputs via RAG #chatgpt #ai #llms #programming
Reducing Hallucinations in Structured Outputs via RAG #chatgpt #ai #llms #programming
Elvis Saravia
33 Basic Prompt Examples for LLMs
Basic Prompt Examples for LLMs
Elvis Saravia
34 LLM In Context Recall is Prompt Dependent  #llms #ai #chatgpt #machinelearning
LLM In Context Recall is Prompt Dependent #llms #ai #chatgpt #machinelearning
Elvis Saravia
35 Zero-shot Prompting Explained
Zero-shot Prompting Explained
Elvis Saravia
36 RAG Faithfulness #llms #ai #gpt4
RAG Faithfulness #llms #ai #gpt4
Elvis Saravia
37 Understanding LLM Settings
Understanding LLM Settings
Elvis Saravia
38 Llama 3 is here! | First impressions and thoughts
Llama 3 is here! | First impressions and thoughts
Elvis Saravia
39 Llama 3 is Here! #ai #llms #llama3
Llama 3 is Here! #ai #llms #llama3
Elvis Saravia
40 Microsoft introduces Phi-3 | The most capable small language model?
Microsoft introduces Phi-3 | The most capable small language model?
Elvis Saravia
41 Microsoft introduces Phi-3! #ai #llms #microsoft
Microsoft introduces Phi-3! #ai #llms #microsoft
Elvis Saravia
42 Make Your LLM Fully Utilize the Context #ai #llms #machinelearning
Make Your LLM Fully Utilize the Context #ai #llms #machinelearning
Elvis Saravia
43 When to Retrieve? #ai #llms #machinelearning
When to Retrieve? #ai #llms #machinelearning
Elvis Saravia
44 Training an LLM to effectively use information retrieval
Training an LLM to effectively use information retrieval
Elvis Saravia
45 State-of-the-art open-source LLM judges #ai #machinelearning #gpt4
State-of-the-art open-source LLM judges #ai #machinelearning #gpt4
Elvis Saravia
46 Better and Faster LLMs via Multi-token Prediction
Better and Faster LLMs via Multi-token Prediction
Elvis Saravia
47 AlphaMath Almost Zero #ai #science #machinelearning
AlphaMath Almost Zero #ai #science #machinelearning
Elvis Saravia
48 SWE-Agent | An LLM-based Software Engineering Agent
SWE-Agent | An LLM-based Software Engineering Agent
Elvis Saravia
49 [LLM NEWS] AlphaFold 3, xLSTM, OpenAI's Model Spec, DeepSeek-V2, OpenDevin CodeAct 1.0
[LLM NEWS] AlphaFold 3, xLSTM, OpenAI's Model Spec, DeepSeek-V2, OpenDevin CodeAct 1.0
Elvis Saravia
50 LLM-powered tool for web scraping #ai #chatgpt #engineering
LLM-powered tool for web scraping #ai #chatgpt #engineering
Elvis Saravia
51 Learn about LLMs in this NEW course #ai #chatgpt #engineering
Learn about LLMs in this NEW course #ai #chatgpt #engineering
Elvis Saravia
52 [LLM NEWS] KANs, Gemma 10M Context, OpenAI Updates?, Automatic Prompt Engineering, Tokenizer Arena
[LLM NEWS] KANs, Gemma 10M Context, OpenAI Updates?, Automatic Prompt Engineering, Tokenizer Arena
Elvis Saravia
53 [LLM News] GPT4-o, Project Astra, Veo, Copilot+ PCs, Gemini 1.5 Flash, Chameleon
[LLM News] GPT4-o, Project Astra, Veo, Copilot+ PCs, Gemini 1.5 Flash, Chameleon
Elvis Saravia
54 Enhancing Answer Selection in LLMs #ai #machinelearning #engineering
Enhancing Answer Selection in LLMs #ai #machinelearning #engineering
Elvis Saravia
55 On exploring LLMs #ai #promptengineering #chatgpt
On exploring LLMs #ai #promptengineering #chatgpt
Elvis Saravia
56 Transformers Can Do Arithmetic with the Right Embeddings #ai #machinelearning #engineering
Transformers Can Do Arithmetic with the Right Embeddings #ai #machinelearning #engineering
Elvis Saravia
57 [LLM News] xAI Series B, Codestral, LLM Guide, AutoGen Course, Symbolic Chain-of-Thought
[LLM News] xAI Series B, Codestral, LLM Guide, AutoGen Course, Symbolic Chain-of-Thought
Elvis Saravia
58 PR-Agent #ai #gpt4 #software
PR-Agent #ai #gpt4 #software
Elvis Saravia
59 Extracting features from Claude 3 Sonnet
Extracting features from Claude 3 Sonnet
Elvis Saravia
60 Has prompt engineering been solved?
Has prompt engineering been solved?
Elvis Saravia

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Chapters (15)

Moshi - https://x.com/kyutai_labs/status/1808883086173569222
1:54 Gen-3 Alpha - https://x.com/runwayml/status/1807822396415467686
2:19 RouteLLM - https://x.com/lmsysorg/status/1807812671238258931
4:10 Tiny Giant - https://x.com/SFResearch/status/1807811770267971984
5:23 Million Tiny Experts - https://x.com/omarsar0/status/1810389538340290724
6:31 1B Personas - https://x.com/omarsar0/status/1807827401122238628
7:53 Reasoning in LLMs - https://x.com/omarsar0/status/1810329294884741594
9:20 Best Practices in RAG - https://x.com/omarsar0/status/1808177231342018748
10:00 Self-Evaluation Defense - https://x.com/omarsar0/status/1809241930963853621
11:45 OpenAutoCoder - https://x.com/LingmingZhang/status/1808501612056629569
13:16 Satyrn - https://x.com/omarsar0/status/1810324765627867341
14:23 Pretzel - https://github.com/pretzelai/pretzelai/blob/main/README.md
15:10 GPT4All 3.0 - https://x.com/nomic_ai/status/1808162955806097767
17:15 Understanding Deep Learning - https://x.com/omarsar0/status/1808887392503279758
18:10 the State of AI Report - https://retool.com/blog/state-of-ai-h1-2024
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