Baichuan AI released LLM Baichuan 3 with parameters exceeding 100 billion. It has substantial improvements in foundational capabilities, surpassing GPT-4 in various authoritative evaluations of Chinese tasks and emerging as the top-performing LLM for Chinese medical tasks.
LLMS
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AI Models Scale Exponentially: Trillions Parameters Nine Orders Magnitude
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In just a few years, cutting-edge models have gone from using millions of parameters to trillions. The amount of computation used to train the largest AI models has increased by nine orders of magnitude. Here's what we should do next:
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Building Chatbots with Source Citations Using LangChain
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Question Answering with Citations When building a chatbot over documents, it's often useful to ask it to cite it's sources. This can help build trust and check responses We've recently added a detailed guide on how to do this! Guide: https://
python.langchain.com/docs/use_cases
/question_answering/citations
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Codellama-70b-instruct success rate, prompt variations
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FWIW I wasn’t able to reproduce, using http://
labs.perplexity.ai with codellama-70b-instruct. I guess it depends on some detail of system prompt / format. I got 10/10 success using both prompts from the replies here and my own. -
MLX Community Releases Quantized Code Llama Models
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Just finished uploading 4 MLX models. Quantized Code Llama 7B and 13B, Python and Instruct! Link here https://
huggingface.co/mlx-community -
CodeLlama-70B-Instruct Now Available on Perplexity Labs API
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CodeLlama-70B-Instruct is now on Perplexity Labs and PPLX-API. Take it for a spin on https://t.co/2yYQB9jln7 pic.twitter.com/r33knimyST
— Perplexity (@perplexity_ai) 30 janvier 2024CodeLlama-70B-Instruct is now on Perplexity Labs and PPLX-API. Take it for a spin on http://
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Meta’s Strategy: Commoditizing LLMs for Personal AI Dominance
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Meta's strategy is interesting because it disrupts LLM providers with no effect on their own business. The largest opportunity for them is to be the AI in your glasses, on your phone, with access to your data – not your LLM provider. They basically commoditized LLMs.
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Alternative Speech Method Counters Harmful Narratives Online
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Alternative Speech: Complementary Method to Counter-Narrative for Better Discourse Lee et al.: https://
arxiv.org/abs/2401.14616 #ArtificialIntelligence #DeepLearning #MachineLearning -
Integrating Brain-Computer Interfaces with LLMs for Real-Time Thought Editing
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People underestimate the significance of this. Combine the Telepathy computer-brain interface with an LLM that can add to/edit your thoughts onto a device in real time.
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First Multimodal Text-Chemical Structure Model for Chemistry
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Text understanding with #LLMs is useful but not enough for scientific understanding and discovery. In chemistry, in addition to text, chemical structure is essential to determine the properties of molecules.
— Prof. Anima Anandkumar (@AnimaAnandkumar) 29 janvier 2024
We have created the first multimodal text-chemical structure model:… pic.twitter.com/157QheisUwText understanding with #LLMs is useful but not enough for scientific understanding and discovery. In chemistry, in addition to text, chemical structure is essential to determine the properties of molecules. We have created the first multimodal text-chemical structure model: