smithy
PulseAugur coverage of smithy — every cluster mentioning smithy across labs, papers, and developer communities, ranked by signal.
10 day(s) with sentiment data
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FoundryNet predicts equipment failure with 16 data points using TimesFM
FoundryNet has developed a new method for predicting equipment failures using a time-series foundation model called TimesFM. This approach requires as few as 16 data points, significantly reducing the need for extensive…
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ComfyUI Sidebar Gallery tracks image generation parameters across multiple UIs
A new sidebar gallery extension for ComfyUI has been developed, allowing users to track and organize their image and video generation parameters. This tool indexes output folders and displays detailed generation informa…
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Stable Diffusion Forge gets simple pause/resume extension
A user on Reddit has shared a simple extension for the Stable Diffusion Forge interface, designed to allow users to pause ongoing image generation tasks. This extension, available on GitHub, enables users to halt a proc…
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FORGE framework uses graph embeddings for optimization problems
Researchers have developed FORGE, a framework that utilizes graph embeddings and vector quantization to represent combinatorial optimization problems. This approach pre-trains a model on a diverse set of mixed-integer p…
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Forge 2.25 Bug Prevents SDXL Model Recognition
A user on Reddit is reporting a bug with Forge version 2.25 where the software is unable to recognize SDXL models in GGUF format, while other model types like SD 1.5 and Anima fine-tunes are recognized. The user is seek…
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Local AI Guardrails and NVIDIA Power Supply Teardown
The "forge" project enables local AI models to implement guardrails such as retries, forced steps, error recovery, and VRAM-aware context management. Separately, a detailed teardown of the NVIDIA DGX Spark 240W power su…
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New benchmark FORGE reveals LLMs vulnerable to fake reviews
A new benchmark called FORGE has been developed to evaluate the vulnerability of search-augmented LLMs to web content pollution. The benchmark simulates scenarios where fake reviews and promotional pages are used to mis…
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Ideogram AI develops new Forge Neo image generation model
Ideogram AI is developing a new image generation model called Forge Neo. This upcoming model is expected to build upon the capabilities of their existing Forge platform, which is known for its text-to-image generation f…
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Forge tool democratizes LLM quality assurance for self-hosted models
Forge, a new tool, aims to democratize quality assurance for self-hosted LLMs by offering a free "guardrail" feature. This feature addresses common issues like hallucinations, timeouts, and looping problems. By simplify…
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New Akium sampler enhances AI image generation detail and variety
A new AI image generation sampler named Akium has been released, designed to improve detail and variety in generated images. This sampler uses a second-order stochastic approach, incorporating a "momentum" to guide the …
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Stable Diffusion users lament slowdown in new extensions
A user on Reddit's r/StableDiffusion community is questioning the lack of new extensions for image generation tools like Forge and Forge Neo. They observe a significant slowdown in novel technology releases compared to …
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Stable Diffusion users seek ComfyUI alternatives for local video generation
Users are discussing local video generation with AI, specifically seeking alternatives to ComfyUI for text-to-video and image-to-video creation. One user encountered an issue with ComfyUI's default video saving nodes, w…
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Forge rebrands to Smeldr, maintains product offering
Smeldr, a company previously known as Forge, has rebranded to a sharper name. They offer the same product and can be found on Mastodon at the @smeldr handle.
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Stable Diffusion users seek help with Anima checkpoints in Forge
Users on Reddit are seeking assistance with integrating "Anima" checkpoints into the "Forge" software for Stable Diffusion. The primary issue appears to be that these checkpoints are not functioning as expected, unlike …
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AI build session highlights agent collaboration and debugging challenges
A user shared their experience with an AI build session using FORGE, where a Planner agent divided tasks into subprojects. Debate agents engaged in extensive architectural discussions, while the Coder agent produced cod…
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MiniMax-M2 Models Achieve Frontier Performance with Efficient Activations
Researchers have introduced the MiniMax-M2 series, a new family of Mixture-of-Experts language models designed for agentic deployment. The flagship M2 model boasts 229.9 billion total parameters but activates only 9.8 b…
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AI image generation users share workflow frustrations
A user is soliciting feedback on the most frustrating aspects of using AI image generation tools like ComfyUI, Stable Diffusion, and Flux. They are specifically asking about workflow pain points, model management, compa…
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AI placement project fails cold email pitch, pivots to free audit
The author details a failed attempt at cold emailing for their AI engineering placement project, "Forge." Despite high open rates, 100 emails yielded zero replies because the initial offer was too direct and transaction…
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Forge simplifies AI agent orchestration with content-managed workflows
Forge is an open-source agent orchestration framework that simplifies workflow management. Unlike traditional systems requiring a predefined graph, Forge treats workflows as a collection of published agent jobs and thei…
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Robotic adaptation framework CoRMA uses semantic context for assembly
Researchers have developed CoRMA, a novel framework for robotic motor adaptation designed for force-dominant assembly tasks. This system utilizes a compact 6D semantic contact context, inferred online using a causal Tra…