Language
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How Bend Works: A Parallel Programming Language That “Feels Like Python but Scales Like CUDA” | by Lucas de Lima Nogueira | Jun, 2024
A brief introduction to Lambda Calculus, Interaction Combinators, and how they are used to parallelize operations on Bend / HVM.…
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Revolutionizing Adapter Techniques: Qualcomm AI’s Sparse High Rank Adapters (SHiRA) for Efficient and Rapid Deployment in Large Language Models
A significant challenge in deploying large language models (LLMs) and latent variable models (LVMs) is balancing low inference overhead with…
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MIPRO: A Novel Optimizer that Outperforms Baselines on Five of Six Diverse Language Model LM Programs Using a Best-in-Class Open-Source Model (Llama-3-8B) by 12.9% accuracy
Language Models (LMs) have significantly advanced complex NLP tasks through sophisticated prompting techniques and multi-stage pipelines. However, designing these LM…
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Imperva optimizes SQL generation from natural language using Amazon Bedrock
This is a guest post co-written with Ori Nakar from Imperva. Imperva Cloud WAF protects hundreds of thousands of websites…
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NVIDIA AI Releases HelpSteer2 and Llama3-70B-SteerLM-RM: An Open-Source Helpfulness Dataset and a 70 Billion Parameter Language Model Respectively
Nvidia recently announced the release of two groundbreaking technologies in artificial intelligence: HelpSteer2 and Llama3-70B-SteerLM-RM. These innovations promise to significantly…
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Understanding the visual knowledge of language models | MIT News
You’ve likely heard that a picture is worth a thousand words, but can a large language model (LLM) get the…
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Synthetic Query Generation using Large Language Models for Virtual Assistants
This paper was accepted in the Industry Track at SIGIR 2024. Virtual Assistants (VAs) are important Information Retrieval platforms that…
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BiGGen Bench: A Benchmark Designed to Evaluate Nine Core Capabilities of Language Models
A systematic and multifaceted evaluation approach is needed to evaluate a Large Language Model’s (LLM) proficiency in a given capacity.…
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A New Google Study Presents Personal Health Large Language Model (Ph-Llm): A Version Of Gemini Fine-Tuned For Text Understanding Numerical Time-Series Personal Health Data
A wide variety of areas have demonstrated excellent performance for large language models (LLMs), which are flexible tools for language…
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Technique improves the reasoning capabilities of large language models | MIT News
Large language models like those that power ChatGPT have shown impressive performance on tasks like drafting legal briefs, analyzing the…
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