openai.com DALL·E 3
DALL·E 3 understands significantly more nuance and detail than our previous systems, allowing you to easily translate your ideas into exceptionally accurate images.
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Machine Learning - Learning/Language Models @lemmy.intai.tech ylai @lemmy.ml Comparing Llama-2 and GPT-3 LLMs for HPC kernels generation
Abstract
We evaluate the use of the open-source Llama-2 model for generating well-known, high-performance computing kernels (e.g., AXPY, GEMV, GEMM) on different parallel programming models and languages (e.g., C++: OpenMP, OpenMP Offload, OpenACC, CUDA, HIP; Fortran: OpenMP, OpenMP Offload, OpenACC; Python: numpy, Numba, pyCUDA, cuPy; and Julia: Threads, CUDA.jl, AMDGPU.jl). We built upon our previous work that is based on the OpenAI Codex, which is a descendant of GPT-3, to generate similar kernels with simple prompts via GitHub Copilot. Our goal is to compare the accuracy of Llama-2 and our original GPT-3 baseline by using a similar metric. Llama-2 has a simplified model that shows competitive or even superior accuracy. We also report on the differences between these foundational large language models as generative AI continues to redefine human-computer interactions. Overall, Copilot generates codes that are more reliable but less optimized, whereas codes generated by Llama-2
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Machine Learning - Learning/Language Models @lemmy.intai.tech ylai @lemmy.ml 
refact.ai Introducing Refact Code LLM: 1.6B State-of-the-Art LLM for Code that Reaches 32% HumanEvalToday we're introducing Refact LLM: 1.6B code model with infill real-time code completion (including fill-in-the-middle(FIM) capability) and chat.
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Machine Learning - Learning/Language Models @lemmy.intai.tech ylai @lemmy.ml 
ai.meta.com Introducing Code Llama, a state-of-the-art large language model for codingCode Llama, which is built on top of Llama 2, is free for research and commercial use.
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Machine Learning - Learning/Language Models @lemmy.intai.tech manitcor @lemmy.intai.tech 
ai.meta.com Seamless Communication - Meta AISeamlessM4T is a foundational speech/text translation and transcription model that overcomes the limitations of previous systems with state-of-the-art results.
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Machine Learning - Learning/Language Models @lemmy.intai.tech ylai @lemmy.ml 
www.theinformation.com Meta’s Next AI Attack on OpenAI: Free Code-Generating SoftwareMeta Platforms is preparing to launch software to help developers automatically generate programming code, a challenge to proprietary software from OpenAI, Google and others, according to two people with direct knowledge of the product. Meta’s code-generating artificial intelligence model, ...
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Machine Learning - Learning/Language Models @lemmy.intai.tech ylai @lemmy.ml 
futurism.com Google’s Search AI Is Absolutely Horrible at GeographyGoogle's AI-powered search doesn't understand geography. Or, apparently, the alphabet. And definitely not both at the same time.
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Machine Learning - Learning/Language Models @lemmy.intai.tech ylai @lemmy.ml 
www.theregister.com ChatGPT gets code questions wrong 52% of the timeBut its suggestions are so annoyingly plausible
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Machine Learning - Learning/Language Models @lemmy.intai.tech manitcor @lemmy.intai.tech sites.research.google Med-PaLMMed-PaLM is a large language model from Google Research that has been adapted for medical purposes.
Med-PaLM is a large language model (LLM) designed to provide high quality answers to medical questions.
Med-PaLM harnesses the power of Google’s large language models, which we have aligned to the medical domain and evaluated using medical exams, medical research, and consumer queries. Our first version of Med-PaLM, preprinted in late 2022 and published in Nature in July 2023, was the first AI system to surpass the pass mark on US Medical License Exam (USMLE) style questions. Med-PaLM also generates accurate, helpful long-form answers to consumer health questions, as judged by panels of physicians and users.
We introduced our latest model, Med-PaLM 2, at Google Health’s annual health event The Check Up, in March, 2023. Med-PaLM 2 achieves an accuracy of 86.5% on USMLE-style questions, a 19% leap over our own state of the art results from Med-PaLM. According to physicians, the model's long-form answers to consumer medical questions improved substantially. In the coming months, Med-PaL
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Machine Learning - Learning/Language Models @lemmy.intai.tech ylai @lemmy.ml 
huggingface.co NousResearch/Nous-Hermes-Llama2-13b · Hugging FaceWe’re on a journey to advance and democratize artificial intelligence through open source and open science.
Nous-Hermes-Llama2-13b is currently the highest ranked 13B LLaMA finetune on the Open LLM Leaderboard.
Model Description
Nous-Hermes-Llama2-13b is a state-of-the-art language model fine-tuned on over 300,000 instructions. This model was fine-tuned by Nous Research, with Teknium and Emozilla leading the fine tuning process and dataset curation, Redmond AI sponsoring the compute, and several other contributors.
This Hermes model uses the exact same dataset as Hermes on Llama-1. This is to ensure consistency between the old Hermes and new, for anyone who wanted to keep Hermes as similar to the old one, just more capable.
This model stands out for its long responses, lower hallucination rate, and absence of OpenAI censorship mechanisms. The fine-tuning process was performed with a 4096 sequence length on an 8x a100 80GB DGX machine.
Announcements
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Machine Learning - Learning/Language Models @lemmy.intai.tech manitcor @lemmy.intai.tech InvokeAI 3.0 released
cross-posted from: https://lemmy.world/post/1954892
It's looking really good! Major features include controlnet, support for SDXL, and a whole bunch of other cool things.
Download: https://github.com/invoke-ai/InvokeAI/releases/tag/v3.0.0
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Machine Learning - Learning/Language Models @lemmy.intai.tech manitcor @lemmy.intai.tech 
huggingface.co georgesung/llama2_7b_chat_uncensored · Hugging FaceWe’re on a journey to advance and democratize artificial intelligence through open source and open science.
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Machine Learning - Learning/Language Models @lemmy.intai.tech manitcor @lemmy.intai.tech Llama 2 -Meta AI
ai.meta.com Llama 2 - Meta AILlama 2 — The next generation of our open source large language model, available for free for research and commercial use.
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Machine Learning - Learning/Language Models @lemmy.intai.tech manitcor @lemmy.intai.tech Microsoft LongNet: One BILLION Tokens LLM — David Shapiro ~ AI (06.07.2023)
cross-posted from: https://lemmy.fmhy.ml/post/649641
We could have AI models in a couple years that hold the entire internet in their context window.
