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DataFunSummit
DataFunSummit
Sep 5, 2024 · Artificial Intelligence

NVIDIA’s End‑to‑End Solutions for Large Language Models: NeMo Framework, TensorRT‑LLM, and Retrieval‑Augmented Generation

This article introduces NVIDIA’s comprehensive solutions for large language models, covering the NeMo Framework’s full‑stack development pipeline, the open‑source TensorRT‑LLM inference accelerator, and Retrieval‑Augmented Generation techniques, while detailing data preprocessing, distributed training, model fine‑tuning, deployment, and performance optimizations.

AI accelerationNVIDIANeMo Framework
0 likes · 16 min read
NVIDIA’s End‑to‑End Solutions for Large Language Models: NeMo Framework, TensorRT‑LLM, and Retrieval‑Augmented Generation
Sohu Tech Products
Sohu Tech Products
Mar 27, 2024 · Artificial Intelligence

NVIDIA NeMo Framework, TensorRT‑LLM, and RAG for Large Language Model Solutions

NVIDIA’s comprehensive LLM ecosystem combines the full‑stack NeMo Framework for data curation, distributed training, fine‑tuning, inference acceleration with TensorRT‑LLM and Triton, plus Retrieval‑Augmented Generation and Guardrails, enabling efficient, low‑latency, knowledge‑grounded model deployment across clusters.

AI accelerationNVIDIANeMo Framework
0 likes · 16 min read
NVIDIA NeMo Framework, TensorRT‑LLM, and RAG for Large Language Model Solutions