6). Consistency LLMs – uses efficient parallel decoders that reduce inference latency by decoding n-token sequence per inference step; inspired by he human's ability to form complete sentences before articulating word by word…
GENERATIVE AI
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DeepSeek-V2: 236B MoE Model with Efficient Latent Attention
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3). DeepSeek-V2 – a strong MoE 236B parameter model, of which 21B are activated for each token; supports a context length of 128K tokens and uses Multi-head Latent Attention (MLA) for efficient inference by compressing the Key-Value (KV) cache into a latent vector…
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AlphaMath Zero: MCTS Enhances LLM Mathematical Reasoning
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4). AlphaMath Almost Zero – enhances LLMs with Monte Carlo Tree Search (MCTS) to improve mathematical reasoning capabilities; the MCTS framework extends the LLM to achieve a more effective balance between exploration and exploitation…
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Top ML Papers Week May 6-12 xLSTM AlphaFold DeepSeek
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The Top ML Papers of the Week (May 6 – May 12): – xLSTM
– DrEureka
– AlphaFold 3
– DeepSeek-V2
– Consistency LLMs
– AlphaMath Almost Zero
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Analysis of ChatGPT Conversational Mode UI and Functionality
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Something new to add regarding phone calls I like this theory but these strings are likely related to an existing functionality that allows ChatGPT to be connected with a car headset. If you are in a conversational mode, it would be shown as an actual phone call
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Sam Altman Announces New AI Product Monday Not GPT-5
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Sam Altman says it will not be a search engine or GPT-5 announced Monday. What will it be?
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RAG Evaluation: Building Compass for AI Systems
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A RAG without evaluation is like a ship without a compass, drifting aimlessly on vast oceans without direction.
— Akshay 🚀 (@akshay_pachaar) 12 mai 2024
I'm working on a couple of @LightningAI⚡️ Studio:
– Synthetic eval data generation
– And RAG Evaluation
Will be using ragas & @ArizePhoenix!
Here's a sneak peak: pic.twitter.com/Fq0hVS8QjAA RAG without evaluation is like a ship without a compass, drifting aimlessly on vast oceans without direction. I'm working on a couple of @LightningAI Studio: – Synthetic eval data generation
– And RAG Evaluation Will be using ragas & @ArizePhoenix
! Here's a sneak peak: -
Memetic Viruses Shift Human Behavior Through Positive Ideas
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Memetic virus changes people's minds positively and in turn moves them into action
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Few companies will get vastly richer from AI advancement
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Over the next decade. a few companies will get vastly richer; ordinary people will
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Prompting vs Fine-tuning for Better Model Performance
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You can kind of do this already by a bit of prompting, but probably you're right that if you target this as a finetune it might come out better.