CODE

Code Training Empowers LLMs: Generation, Reasoning, Agents

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07 January 2024 17h58

9/ How Code Empowers LLMs – an overview of the benefits of training LLMs with code-specific data. Some capabilities include enhanced code generation, enabling reasoning, function calling, automated self-improvements, and serving intelligent agents.

GPT-4V as Generalist Web Agent: 50% Task Completion

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07 January 2024 17h58

7/ GPT-4V is a Generalist Web Agent – explores the potential of GPT-4V as a generalist web agent; findings suggest that GPT-4V can complete 50% of tasks on live websites – possible through manual grounding of its textual plans into actions.

Fast Inference of Mixture-of-Experts Models via Offloading

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07 January 2024 17h58

6/ Fast Inference of Mixture-of-Experts – achieves efficient inference of Mixtral-8x7B models through offloading; designs a MoE-specific offloading strategy that enables running Mixtral-8x7B on desktop hardware and free-tier Google Colab instances.

Top ML Papers of the Week: DocLLM, ALOHA, Fine-tuning

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07 January 2024 17h58

The Top ML Papers of the Week (Jan 1 – Jan 7): – DocLLM
– Mobile ALOHA
– Self-Play Fine-tuning
– Fast Inference of MoE
– LLM Augmented LLMs
– Mitigating Hallucination in LLMs
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BERT Implementation Using TensorFlow and Keras Framework

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@gp_pulipaka

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07 January 2024 17h42

BERT using #TensorFlow and #Keras. #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #IoT #IIoT #Python #RStats #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/BERT-Keras

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Machine Learning with Kubernetes: Big Data and Cloud Computing

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@gp_pulipaka

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07 January 2024 17h42

Machine Learning with #Kubernetes. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/ML–Kubernetes

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GPT-4V LangChain Elasticsearch Handwritten Letter Analysis

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@langchain

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07 January 2024 17h35

Santa GenAI: Deciphering Handwritten Christmas Letters with LangChain and Elasticsearch Great tutorial from @alexsalgadoprof that: 1. Uses GPT-4V to analyze an image an say whats in it
2. Extracts structured information as JSON from that analysis https://
discuss.elastic.co/t/dec-22nd-202
3-en-santa-claus-meets-genai-deciphering-handwritten-christmas-letters-with-llm-langchain-and-elasticsearch/347311
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