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Models2026-08-21 · source-backed
LFM2.5-DSpark is roughly 296M to 328M parameters, paired with LFM2.5 1.2B, 2.6B and 8B-A1B targets. Reported: up to 3.18x on GPU, 2.87x on-device, the 2.6B hitting 2.67x on an H100 and 2.27x on an M4 Max MacBook. Hugging Face The design combines a DFlash-style parallel backbone, a lightweight sequential head, and a confidence-scheduled verifier, with Safetensors and GGUF builds shipping day-one llama.cpp and SGLang support. The function-calling number is the one that matters for agents, where latency compounds across a tool chain.
Each link below shares sources, entities, or timing with this story.
DeepSeek released DSpark / Shared entities / Same source domain / Earlier coverage
Linked by a graph relationship (DeepSeek released DSpark); both cover DFlash, GGUF, Hugging Face, SGLang; reported by the same outlet (huggingface.co).
DFlash uses Qwen / Shared entities / Same source domain / Earlier coverage
Linked by a graph relationship (DFlash uses Qwen); both cover GGUF, Hugging Face; reported by the same outlet (huggingface.co).
DFlash uses Gemma / Shared entities / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (DFlash uses Gemma); both cover LFM2, Liquid AI, LiquidAI, SGLang; reported by the same outlet (huggingface.co).
DFlash uses Qwen / Shared entity: Hugging Face / Same source domain / Earlier coverage / Tension
Linked by a graph relationship (DFlash uses Qwen); both cover Hugging Face; reported by the same outlet (huggingface.co).
Hugging Face partners with Open Secure AI Alliance / Shared entities / Earlier coverage
Linked by a graph relationship (Hugging Face partners with Open Secure AI Alliance); both cover Hugging Face, Safetensors; earlier Hugging Face coverage from 2026-07-27.
DFlash uses Gemma / Shared entities / Earlier coverage
Linked by a graph relationship (DFlash uses Gemma); both cover H100, Hugging Face; earlier H100 coverage from 2026-06-11.
DFlash uses Qwen / Shared entities / Same source domain / Earlier coverage / Tension
Linked by a graph relationship (DFlash uses Qwen); both cover GGUF, GPU; reported by the same outlet (huggingface.co).
DeepSeek released DSpark / Shared entity: Hugging Face / Same source domain / Earlier coverage
Linked by a graph relationship (DeepSeek released DSpark); both cover Hugging Face; reported by the same outlet (huggingface.co).