Tag: real-time applications
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Hacker News: Batched reward model inference and Best-of-N sampling
Source URL: https://raw.sh/posts/easy_reward_model_inference Source: Hacker News Title: Batched reward model inference and Best-of-N sampling Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses advancements in reinforcement learning (RL) models applied to large language models (LLMs), focusing particularly on reward models utilized in techniques like Reinforcement Learning with Human Feedback (RLHF) and dynamic…
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Simon Willison’s Weblog: Qwen: Extending the Context Length to 1M Tokens
Source URL: https://simonwillison.net/2024/Nov/18/qwen-turbo/#atom-everything Source: Simon Willison’s Weblog Title: Qwen: Extending the Context Length to 1M Tokens Feedly Summary: Qwen: Extending the Context Length to 1M Tokens The new Qwen2.5-Turbo boasts a million token context window (up from 128,000 for Qwen 2.5) and faster performance: Using sparse attention mechanisms, we successfully reduced the time to first…
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Hacker News: Quarry: A modern computing environment for your World
Source URL: https://lattice.xyz/blog/introducing-quarry Source: Hacker News Title: Quarry: A modern computing environment for your World Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the launch of Quarry, an innovative infrastructure aimed at running real-time applications on Ethereum Virtual Machine (EVM). With capabilities like ultra-low latency, seamless onboarding, multi-chain scalability, and cost-effective…
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Hacker News: SVDQuant: 4-Bit Quantization Powers 12B Flux on a 16GB 4090 GPU with 3x Speedup
Source URL: https://hanlab.mit.edu/blog/svdquant Source: Hacker News Title: SVDQuant: 4-Bit Quantization Powers 12B Flux on a 16GB 4090 GPU with 3x Speedup Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text discusses the innovative SVDQuant paradigm for post-training quantization of diffusion models, which enhances computational efficiency by quantizing both weights and activations to…
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Hacker News: How the New Raspberry Pi AI Hat Supercharges LLMs at the Edge
Source URL: https://blog.novusteck.com/how-the-new-raspberry-pi-ai-hat-supercharges-llms-at-the-edge Source: Hacker News Title: How the New Raspberry Pi AI Hat Supercharges LLMs at the Edge Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The Raspberry Pi AI HAT+ offers a significant upgrade for efficiently running local large language models (LLMs) on low-cost devices, emphasizing improved performance, energy efficiency, and scalability…
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Hacker News: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces
Source URL: https://arxiv.org/abs/2410.09918 Source: Hacker News Title: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a new model called Dualformer, which effectively integrates fast and slow cognitive reasoning processes to enhance the performance and efficiency of large language models (LLMs).…