Tag: sglang
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Fine-Tune LLMs Faster with Unsloth on GPU Cloud (2026 Guide)
Launch a Massed Compute L40, install Unsloth, and QLoRA-tune Qwen2.5-0.5B-Instruct on Alpaca. Adapter export, VRAM, wall-clock.
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What Makes Top AI Talent Leave Academia for Corporate Labs
The year was 1905, and an unknown clerk in a Swiss patent office was spending his spare time pondering what would happen if you chased…
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Deploy TensorRT-LLM on NVIDIA GPUs (2026 Guide)
Launch a Massed Compute H100, run NVIDIA’s TensorRT-LLM container, and hit OpenAI-compatible /v1/chat/completions. H100 numbers, FP8 notes, vs vLLM/SGLang.
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Deploy SGLang with OpenAI API on GPU Cloud (2026 Guide)
Launch a Massed Compute GPU VM, install SGLang, and serve an OpenAI-compatible /v1/chat/completions endpoint. VRAM sizing, localhost test, SGLang vs vLLM.
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Is Legacy Procurement Strangling AI Innovation?
If you look under the hood of most enterprise AI teams, you will find a bizarre, fragmented ecosystem. They train models on one platform, ship…
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How to Avoid High-Stakes Tech Vendor Contract Lock-In
High-stakes tech vendor contract lock-in occurs when a business commits to one provider for an extended period while the provider retains far more flexibility to…
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The Best GPU for LLM Inference Without Overpaying
Benchmarks for Phi-4, Nemotron Nano, and Gemma 4 on the RTX PRO 4500. See real tokens per second and what an hour of inference costs.
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Cut Vector Index Build Time From Hours to Minutes
Build vector indexes and run RAG retrieval on GPU with the RTX PRO 4500. See the cuVS speedup and what an hour of index building…
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How Teams Turn Video Into Answers on One GPU
Run vision AI agents and intelligent video analytics on the RTX PRO 4500. See what three decode engines and 32 GB unlock for video work.
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NVIDIA RTX PRO 4500 Blackwell, What It Runs and Costs
See what the NVIDIA RTX PRO 4500 Blackwell runs best, how it compares to the L40S and A100, and how to launch one.
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Why the A100 Is Still the Workhorse GPU for AI Training and Large Models
The NVIDIA A100 has 80GB of HBM2e memory and starts at $1.35 per hour on-demand at Massed Compute. Here are the four workloads where it…
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What Is AI Sovereignty? How to Protect Proprietary Data, Models, and Infrastructure
Artificial intelligence creates value by transforming data into models that can automate decisions, generate insights, and support new products. However, training and operating those models…