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Inference Engine Related Topics 
Marktechpost
OCTOBER 15, 2024
Predibase announces the Predibase Inference Engine , their new infrastructure offering designed to be the best platform for serving fine-tuned small language models (SLMs). The Predibase Inference Engine addresses these challenges head-on, offering a tailor-made solution for enterprise AI deployments.
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AI News
MARCH 19, 2025
Together AI , a prominent player in the AI Acceleration Cloud space, is also looking to integrate its proprietary Together Inference Engine with NVIDIA Dynamo. This integration aims to enable seamless scaling of inference workloads across multiple GPU nodes.
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The Intersection of AI and Sales: Personalization Without Compromise
How to Achieve High-Accuracy Results When Using LLMs
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Unite.AI
MARCH 19, 2025
DeepSeeking the Truth By now, the world knows all about DeepSeek, the Chinese AI company touting how it used inference engines and statistical reasoning to train large language models much more efficiently and with less cost than other firms have trained their models.
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Unite.AI
DECEMBER 12, 2024
Groq groq Groq is renowned for its high-performance AI inference technology. Their standout product, the Language Processing Units (LPU) Inference Engine , combines specialized hardware and optimized software to deliver exceptional compute speed, quality, and energy efficiency.
278 
NOVEMBER 12, 2024
Inference speed is a hot topic right now as companies rush to fine-tune and build their own AI models. Conversations around test-time compute are …
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AI News
OCTOBER 13, 2023
One, as I mentioned, is operating AI inference engines within Cloudflare close to consumers’ eyeballs. While machine learning training is typically conducted outside Cloudflare, the company excels in providing low-latency inference engines that are essential for real-time applications like image recognition.
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AUGUST 24, 2023
Modular Inc., the creator of a programming language optimized for developing artificial intelligence software, has raised $100 million in fresh funding.General Catalyst led the investment, which w
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Marktechpost
FEBRUARY 21, 2025
SGLang is an open-source inference engine designed by the SGLang team to address these challenges. It optimizes CPU and GPU resources during inference, achieving significantly higher throughput than many competitive solutions.
Unite.AI
FEBRUARY 21, 2025
This ability is supported by advanced technical components like inference engines and knowledge graphs, which enhance its reasoning skills. Its architecture allows it to break down complex problems step-by-step, showing intermediate thought processes before arriving at a final response.
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Marktechpost
OCTOBER 31, 2024
Additionally, Run Model Streamer integrates natively with popular inference engines, eliminating the need for time-consuming model format conversions. This versatility ensures that developers do not need to worry about compatibility issues, regardless of where their models are stored.
Marktechpost
JULY 20, 2024
The Together Inference Engine, capable of processing over 400 tokens per second on Meta Llama 3 8B, integrates the latest innovations from Together AI, including FlashAttention-3, faster GEMM and MHA kernels, and quality-preserving quantization, as well as speculative decoding techniques.
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Unite.AI
NOVEMBER 25, 2024
Ensuring consistent access to a single inference engine or database connection. When to Use Managing global configurations (e.g., model hyperparameters). Sharing resources across multiple threads or processes (e.g., GPU memory ).
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Marktechpost
FEBRUARY 26, 2025
Compatible with inference engines like vLLM and SGLang, allowing flexible deployment on various hardware setups. It outperforms traditional OCR tools in structured data recognition and large-scale processing and has the highest ELO score in human evaluations. Improves language model training by increasing accuracy by 1.3
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Unite.AI
JANUARY 17, 2024
In this article, we will discuss PowerInfer, a high-speed LLM inference engine designed for standard computers powered by a single consumer-grade GPU. The PowerInfer framework seeks to utilize the high locality inherent in LLM inference, characterized by a power-law distribution in neuron activations.
Unite.AI
SEPTEMBER 24, 2024
NVIDIA Inference Microservices (NIM) and LangChain are two cutting-edge technologies that meet these needs, offering a comprehensive solution for deploying AI in real-world environments. Understanding NVIDIA NIM NVIDIA NIM, or NVIDIA Inference Microservices, is simplifying the process of deploying AI models.
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Marktechpost
SEPTEMBER 6, 2024
The integration with Google search through a specialized API enhances the breadth of information available, while a powerful inference engine ensures efficient processing. It also uses a reranking system to refine the results based on relevance. OpenPerPlex offers several features that highlight its capabilities.
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Marktechpost
MAY 23, 2024
OpenRLHF leverages two key technologies: Ray, the Distributed Task Scheduler, and vLLM, the Distributed Inference Engine. In response to these challenges, researchers propose a groundbreaking RLHF framework named OpenRLHF.
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Bugra Akyildiz
FEBRUARY 2, 2025
Transformer Lab allows you to: 💕 One-click Download Hundreds of Popular Models : DeepSeek, Llama3, Qwen, Phi4, Gemma, Mistral, Mixtral, Command-R, and dozens more ⬇ Download any LLM from Huggingface 🎶 Finetune / Train Across Different Hardware Finetune using MLX on Apple Silicon Finetune using Huggingface on GPU ⚖️ (..)
Towards AI
DECEMBER 20, 2023
PowerInfer exploits such an insight to design a GPU-CPU hybrid inference engine. This distribution indicates that a small subset of neurons, termed hot neurons, are consistently activated across inputs, while the majority, cold neurons, vary based on specific inputs.
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Marktechpost
OCTOBER 23, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Layer-of-Thoughts Prompting (LoT): A Unique Approach that Uses Large Language Model (LLM) based Retrieval with Constraint Hierarchies appeared first on MarkTechPost.
Marktechpost
OCTOBER 15, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post MEGA-Bench: A Comprehensive AI Benchmark that Scales Multimodal Evaluation to Over 500 Real-World Tasks at a Manageable Inference Cost appeared first on MarkTechPost.
130 
Marktechpost
OCTOBER 26, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Meet Hawkish 8B: A New Financial Domain Model that can Pass CFA Level 1 and Outperform Meta Llama-3.1-8B-Instruct If you like our work, you will love our newsletter.
128 
Marktechpost
AUGUST 5, 2024
It employs Groq’s inference engine for high-speed processing, ensuring rapid search response times. By combining the strengths of multiple technologies, OpenPerPlex aims to provide a more reliable and efficient search experience. OpenPerPlex’s effectiveness is driven by its robust tech stack.
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Marktechpost
DECEMBER 23, 2023
The team has shared that PowerInfer is a GPU-CPU hybrid inference engine that makes use of this understanding. This distribution shows that most cold neurons change based on certain inputs, whereas a tiny fraction of hot neurons consistently activate across different inputs.
Marktechpost
NOVEMBER 9, 2024
The scientists developed an inference engine called Nunchaku that combines low-rank and low-bit computation kernels with memory access optimization to cut latency. SVDQuant works by smoothing and sending outliers from activations to weights. Then applying SVD decomposition over weights, split the weights into a low rank and residual.
Marktechpost
OCTOBER 15, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post AFlow: A Novel Artificial Intelligence Framework for Automated Workflow Optimization appeared first on MarkTechPost. If you like our work, you will love our newsletter.
Marktechpost
OCTOBER 20, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post This Machine Learning Research Discusses How Task Diversity Shortens the In-Context Learning (ICL) Plateau appeared first on MarkTechPost. If you like our work, you will love our newsletter.
117 
Marktechpost
OCTOBER 18, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Graph-Constrained Reasoning (GCR): A Novel AI Framework that Bridges Structured Knowledge in Knowledge Graphs with Unstructured Reasoning in LLMs appeared first on MarkTechPost.
113 
Marktechpost
OCTOBER 16, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Google AI Research Examines Random Circuit Sampling (RCS) for Evaluating Quantum Computer Performance in the Presence of Noise appeared first on MarkTechPost.
123 
Marktechpost
OCTOBER 17, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post IoT-LLM: An AI Framework that Integrates IoT Sensor Data with LLMs to Enhance their Perception and Reasoning Abilities in the Physical World appeared first on MarkTechPost.
123 
Marktechpost
OCTOBER 19, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Differentiable Rendering of Robots (Dr. If you like our work, you will love our newsletter. Don’t Forget to join our 50k+ ML SubReddit.
113 
Marktechpost
AUGUST 2, 2024
These systems rely on a domain knowledge base and an inference engine to solve specialized medical problems. Intelligent Medical Applications: AI in Healthcare: AI has enabled the development of expert systems, like MYCIN and ONCOCIN, that simulate human expertise to diagnose and treat diseases.
Marktechpost
OCTOBER 17, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Katanemo Open Sources Arch-Function: A Set of Large Language Models (LLMs) Promising Ultra-Fast Speeds at Function-Calling Tasks for Agentic Workflows appeared first on MarkTechPost.
Marktechpost
OCTOBER 14, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Stanford Researchers Propose LoLCATS: A Cutting Edge AI Method for Efficient LLM Linearization appeared first on MarkTechPost. If you like our work, you will love our newsletter.
120 
Marktechpost
OCTOBER 16, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Mistral AI Introduces Les Ministraux: Ministral 3B and Ministral 8B- Revolutionizing On-Device AI appeared first on MarkTechPost. If you like our work, you will love our newsletter.
Marktechpost
OCTOBER 21, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Meta AI Releases LayerSkip: A Novel AI Approach to Accelerate Inference in Large Language Models (LLMs) appeared first on MarkTechPost. If you like our work, you will love our newsletter.
Marktechpost
OCTOBER 17, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Google AI Researchers Propose ‘MODEL SWARMS’: A Collaborative Search Algorithm to Flexibly Adapt Diverse LLM Experts to Wide-Ranging Purposes appeared first on MarkTechPost.
113 
Marktechpost
OCTOBER 24, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Salesforce AI Research Propose Programmatic VLM Evaluation (PROVE): A New Benchmarking Paradigm for Evaluating VLM Responses to Open-Ended Queries appeared first on MarkTechPost.
119 
NVIDIA
APRIL 9, 2024
NVIDIA NIM microservices, part of the NVIDIA AI Enterprise software platform, together with Google Kubernetes Engine (GKE) provide a streamlined path for developing AI-powered apps and deploying optimized AI models into production.
138 
Marktechpost
OCTOBER 25, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Zhipu AI Releases GLM-4-Voice: A New Open-Source End-to-End Speech Large Language Model appeared first on MarkTechPost. If you like our work, you will love our newsletter.
Marktechpost
OCTOBER 21, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Google DeepMind Introduces Diffusion Model Predictive Control (D-MPC): Combining Multi-Step Action Proposals and Dynamics Models Using Diffusion Models for Online MPC appeared first on MarkTechPost.
117 
Marktechpost
OCTOBER 26, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Google Researchers Introduce UNBOUNDED: An Interactive Generative Infinite Game based on Generative AI Models appeared first on MarkTechPost. If you like our work, you will love our newsletter.
116 
Marktechpost
OCTOBER 19, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Rethinking Direct Alignment: Balancing Likelihood and Diversity for Better Model Performance appeared first on MarkTechPost. If you like our work, you will love our newsletter.
109 
Marktechpost
OCTOBER 15, 2024
Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post A New Study by OpenAI Explores How Users’ Names can Impact ChatGPT’s Responses appeared first on MarkTechPost. If you like our work, you will love our newsletter.
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