Naveed Ahmad

webAI Releases TwIL-LM: A 1.7B and 3B Formal-Logic Model Family for Autoformalization on Local Hardware

webAI has released TwIL-LM, a two-model family of formal-logic reasoners at 1.7B and 3B parameters. The 3B member, TwIL-LM3, is a merged fine-tune of SmolLM3-3B; the 1.7B member is a PEFT LoRA adapter for SmolLM2-1.7B-Instruct. Both target autoformalization: translating English into first-order logic and checking whether a conclusion follows from…

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Implementing a MiniMax-H3 Multimodal Video and Audio Generation Pipeline with ComfyUI APIs

class H3Graph: def __init__(self, schema, unet, te, lora=None): self.s, self.g, self._id = schema, {}, 0 self.unet, self.te, self.lora = unet, te, lora def node(self, cls, **inputs): self.s.check(cls, inputs) self._id += 1 nid = str(self._id) self.g[nid] = {“class_type”: cls, “inputs”: inputs} return nid def _backbone(self): model = self.node(“UNETLoader”, unet_name=self.unet, weight_dtype=”default”) if self.lora: model = self.node(“LoraLoaderModelOnly”, model=[model,…

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Regina enterprise closes after 90 years in the neighborhood – Regina

Regina enterprise closes after 90 years in the neighborhood – Regina

Descrease article font measurement Enhance article font measurement You could acknowledge the traditional purple indicators that grasp from the quaint, white storefront of Bregg Cleaners & Tailors close to the intersection of Albert Road and Victoria Avenue in Regina’s downtown. Over the a long time, generations of locals have relied on Bregg’s for companies like…

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