#llm #gpt #cost #best_practice #RAG
ROUTELLM: LEARNING TO ROUTE LLMS WITH
PREFERENCE DATA
https://arxiv.org/pdf/2406.18665
Searching for Best Practices in Retrieval-Augmented
Generation
https://arxiv.org/pdf/2407.01219
ROUTELLM: LEARNING TO ROUTE LLMS WITH
PREFERENCE DATA
https://arxiv.org/pdf/2406.18665
Searching for Best Practices in Retrieval-Augmented
Generation
https://arxiv.org/pdf/2407.01219
A Survey on Efficient Inference for Large
Language Models
https://arxiv.org/pdf/2404.14294
#vLLM #vs #deepspeed #overview #survey #inference #optimization
Language Models
https://arxiv.org/pdf/2404.14294
#vLLM #vs #deepspeed #overview #survey #inference #optimization
#fingpt #rag #llm #gpt
https://arxiv.org/abs/2310.04027v1
#structured_output #vs #outlines #vs #mirascope #vs #instructor #langhchain #guidance
https://simmering.dev/blog/structured_output/
https://simmering.dev/blog/openai_structured_output/
#aws #team #sagemaker #genai #inference #better #autoscale #subminute #metrics #cloudwatch
https://aws.amazon.com/about-aws/whats-new/2024/07/amazon-sagemaker-faster-auto-scaling-generative-ai-models/
https://aws.amazon.com/blogs/machine-learning/amazon-sagemaker-inference-launches-faster-auto-scaling-for-generative-ai-models/
https://arxiv.org/abs/2310.04027v1
#structured_output #vs #outlines #vs #mirascope #vs #instructor #langhchain #guidance
https://simmering.dev/blog/structured_output/
https://simmering.dev/blog/openai_structured_output/
#aws #team #sagemaker #genai #inference #better #autoscale #subminute #metrics #cloudwatch
https://aws.amazon.com/about-aws/whats-new/2024/07/amazon-sagemaker-faster-auto-scaling-generative-ai-models/
https://aws.amazon.com/blogs/machine-learning/amazon-sagemaker-inference-launches-faster-auto-scaling-for-generative-ai-models/
arXiv.org
Enhancing Financial Sentiment Analysis via Retrieval Augmented...
Financial sentiment analysis is critical for valuation and investment decision-making. Traditional NLP models, however, are limited by their parameter size and the scope of their training...
#cancer #bacteria_programming #bacteria
https://www.cuimc.columbia.edu/news/hacking-bacteria-attack-cancer
#aws #sagemaker #autoscale #watchcloud
https://www.youtube.com/watch?v=1B2cRMoPpSk
https://www.cuimc.columbia.edu/news/hacking-bacteria-attack-cancer
#aws #sagemaker #autoscale #watchcloud
https://www.youtube.com/watch?v=1B2cRMoPpSk
arXiv.org
Enhancing Financial Sentiment Analysis via Retrieval Augmented...
Financial sentiment analysis is critical for valuation and investment decision-making. Traditional NLP models, however, are limited by their parameter size and the scope of their training...
https://galileo.ai/blog/mastering-agents-langgraph-vs-autogen-vs-crew#:~:text=Autogen%3A%20Autogen%20supports%20human%2Din,flag%20in%20the%20task%20definition.
#crewai #vs #autogen #vs #langgraph ; #ai_agents
#crewai #vs #autogen #vs #langgraph ; #ai_agents
galileo.ai
Mastering Agents: LangGraph Vs Autogen Vs Crew AI
Select the best framework for building intelligent AI Agents
React: Synergizing reasoning and acting in language models
https://scholar.google.com/scholar?cites=15164492138064021676&as_sdt=2005&sciodt=0,5&hl=en
Self-refine: Iterative refinement with self-feedback
https://scholar.google.com/scholar?cites=8414000456339217032&as_sdt=2005&sciodt=0,5&hl=en
Communicative agents for software development
https://scholar.google.com/scholar?cites=168100539275365535&as_sdt=2005&sciodt=0,5&hl=en
Code generation with alphacodium: From prompt engineering to flow engineering
https://scholar.google.com/scholar?cites=4650119543966656826&as_sdt=2005&sciodt=0,5&hl=en
#ai_agents
https://scholar.google.com/scholar?cites=15164492138064021676&as_sdt=2005&sciodt=0,5&hl=en
Self-refine: Iterative refinement with self-feedback
https://scholar.google.com/scholar?cites=8414000456339217032&as_sdt=2005&sciodt=0,5&hl=en
Communicative agents for software development
https://scholar.google.com/scholar?cites=168100539275365535&as_sdt=2005&sciodt=0,5&hl=en
Code generation with alphacodium: From prompt engineering to flow engineering
https://scholar.google.com/scholar?cites=4650119543966656826&as_sdt=2005&sciodt=0,5&hl=en
#ai_agents
#azure #openai #vs #aws #bedrock #vs #google #vertexai #vertex_ai
https://www.ankursnewsletter.com/p/aws-bedrock-vs-google-vertex-ai-vs
#nvidia #team #qpu
https://techcrunch.com/2024/11/02/quantum-machines-and-nvidia-use-machine-learning-to-get-closer-to-an-error-corrected-quantum-computer/
https://www.ankursnewsletter.com/p/aws-bedrock-vs-google-vertex-ai-vs
#nvidia #team #qpu
https://techcrunch.com/2024/11/02/quantum-machines-and-nvidia-use-machine-learning-to-get-closer-to-an-error-corrected-quantum-computer/
TechCrunch
Quantum Machines and Nvidia use machine learning to get closer to an error-corrected quantum computer | TechCrunch
About a year and a half ago, quantum control startup Quantum Machines and Nvidia announced a deep partnership that would bring together Nvidia's DGX
#llm #open_ai #o1 #vs #deepseek #kimi
https://github.com/deepseek-ai/DeepSeek-R1/blob/main/DeepSeek_R1.pdf
https://www.youtube.com/watch?v=LYxQbgAUzsQ
https://x.com/deepseek_ai/status/1881318130334814301
https://x.com/DrJimFan/status/1881382618627019050
https://pandaily.com/kimi-k1-5-the-first-non-openai-model-to-match-full-powered-o1-performance/
https://github.com/MoonshotAI/Kimi-k1.5/blob/main/Kimi_k1.5.pdf
https://github.com/deepseek-ai/DeepSeek-R1/blob/main/DeepSeek_R1.pdf
https://www.youtube.com/watch?v=LYxQbgAUzsQ
https://x.com/deepseek_ai/status/1881318130334814301
https://x.com/DrJimFan/status/1881382618627019050
https://pandaily.com/kimi-k1-5-the-first-non-openai-model-to-match-full-powered-o1-performance/
https://github.com/MoonshotAI/Kimi-k1.5/blob/main/Kimi_k1.5.pdf
GitHub
DeepSeek-R1/DeepSeek_R1.pdf at main · deepseek-ai/DeepSeek-R1
Contribute to deepseek-ai/DeepSeek-R1 development by creating an account on GitHub.
#llm #openai #stem_cells
https://www.technologyreview.com/2025/01/17/1110086/openai-has-created-an-ai-model-for-longevity-science/
https://www.technologyreview.com/2023/03/08/1069523/sam-altman-investment-180-million-retro-biosciences-longevity-death/
https://www.youtube.com/watch?v=D43-YFauw58
https://www.technologyreview.com/2025/01/17/1110086/openai-has-created-an-ai-model-for-longevity-science/
https://www.technologyreview.com/2023/03/08/1069523/sam-altman-investment-180-million-retro-biosciences-longevity-death/
https://www.youtube.com/watch?v=D43-YFauw58
MIT Technology Review
OpenAI has created an AI model for longevity science
The company is making a foray into scientific discovery with an AI built to help manufacture stem cells.