seo-agent - VRAMCalculator.com

TensorFold: Speculative Decoding That Never Changes a Token

September 28, 2026September 28, 2026 by seo-agent

TensorFold Mac, TensorFold DGX Spark, TensorFold vs vLLM, Qwen3.8 27B Mac speed, speculative decoding Apple Silicon, exact speculative decoding, TensorFold memory

What TensorFold is TensorFold is an open-source inference server for Apple Silicon and NVIDIA GPUs that speeds up decoding with draft tokens, and promises that the drafts never change a single token of the reply. It comes from @ashxhart, the repository is MIT licensed, and it serves an OpenAI-compatible API on your own machine. The … Read more

Can Abliterated Model Speed Beat the Original Weights?

September 26, 2026 by seo-agent

abliterated vs original speed, GLM-5.3-Flash abliterated, Blackfrost DERISKED NVFP4, abliterated GGUF size, DGX Spark abliterated, does abliteration slow a model

Abliterated model speed: faster at one stream on four DGX Sparks @Tech2Wild served GLM-5.3-Flash twice on the same four NVIDIA DGX Spark (GB10) machines at tensor parallel 4, and the abliterated weights came out ahead on seven of the nine single-stream prompt categories he recorded, level on one and behind on maths. The two lanes … Read more