-LLaMA: An Instruction-tuned Audio-Visual Language Model for Understanding Hang Zhang, Xin Li, Lidong Bing: https://
arxiv.org/abs/2306.02858 #DeepLearning #LargeLanguageModels #LLM
GENERATIVE AI
-
Video-LLaMA: Instruction-tuned Audio-Visual Language Model
By
–
-
5 AI Tools to Maximize Data Science Productivity
By
–
5 tools to use to maximize your data science productivity 1) ChatGPT by OpenAI
2) Bard AI
3) Generate Presentations – @BeautifulAI_ 4) Meeting summarizer – @tldview 5) Generate synthetic data using Gen. AI – @gretel_ai -
Does One AI Model Rule Them All? Expert Analysis
By
–
Along the lines of @maithra_raghu
’s “does one model rule them all? https://
maithraraghu.com/blog/2023/does
-one-model-rule-them-all/
… -
Google Health Research Advances AI Healthcare Applications
By
–
Link Work by @vivnat and team at @GoogleHealth https://
nature.com/articles/s4155
1-023-01049-7
… -
13B Model Learns to Imitate GPT-4 Reasoning Process
By
–
10/ Imitating Reasoning Process of LLMs – develops a 13B model that learns to imitate the reasoning process of large foundational models like GPT-4; it leverages large-scale & diverse imitation data and surpasses Vicuna-13B.
-
ChatGPT Humor Analysis Reveals Overfitting to 25 Jokes
By
–
9/ Humor in ChatGPT – explores ChatGPT’s capabilities to grasp and reproduce humor; finds that over 90% of 1008 generated jokes were the same 25 jokes and that ChatGPT is also overfitted to a particular joke structure.
-
Fine-Grained RLHF Improves LM Training and Safety
By
–
7/ Fine-Grained RLHF – trains LMs with fine-grained human feedback; instead of using overall preference, more explicit feedback is provided at the segment level which helps to improve efficacy on long-form question answering and reduces toxicity.
-
Sparse-Quantized Representation enables 4.75-bit LLM inference
By
–
3/ Sparse-Quantized Representation – a new compressed format and quantization technique that enables near-lossless compression of LLMs across model scales; “allows LLM inference at 4.75 bits with a 15% speedup”.
-
Top ML Papers Week: AlphaDev, MusicGen, RLHF Advances
By
–
Top ML Papers of the Week (June 5-11): – AlphaDev
– MusicGen
– Fine-Grained RLHF
– Humor in ChatGPT
– Concept Scrubbing in LLM
– Augmenting LLMs with Databases
… -
Detecting AI-Generated Content and Deepfakes for Digital Security
By
–
In the era of #AI-produced #content, from written pieces to #deepfake videos, understanding how to detect such creations is key to maintaining truth, integrity, and #security in our increasingly #digitized society. https://
linkedin.com/pulse/how-can-
you-detect-content-created-chatgpt-other-ais-bernard-marr
…