liquid
PulseAugur coverage of liquid — every cluster mentioning liquid across labs, papers, and developer communities, ranked by signal.
4 day(s) with sentiment data
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Open-weights LFM2.5-2.6B model with 128k context added to tracker
The LFM2.5-2.6B model, also known as Liquid, has been added to an AI model tracking service. This model features open weights and a free tier, with a context window of 128,000 tokens.
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Developer creates custom harness to benchmark coding LLMs on personal bugs
A developer has created a Python-based harness to evaluate coding LLMs against a personal corpus of bugs, rather than relying on public benchmarks like SWE-bench. This approach aims to provide more relevant performance …
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Sonnet model update causes Liquid syntax errors with JSON output
An update to the Sonnet model has introduced a change where raw JSON output is now enclosed within a markdown fence. This modification has caused issues for users relying on Liquid syntax, specifically triggering an 'Un…
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Kimi K3, DeepSeek V4, and Mistral models lead open-weight AI surge · 1 source tracked
The open-weight AI ecosystem is experiencing rapid advancement with several new models expected soon. Kimi K3 is anticipated shortly, followed by the general availability of DeepSeek V4, new Liquid models, and upcoming …
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Shopify Developer Reuses Key Sections to Speed Up Store Builds
The author details a strategy for efficiently building Shopify stores by reusing pre-designed theme sections. They focus on four key sections: a hero, a proof band, an FAQ, and a call-to-action, which are copied into ea…
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New methods tackle concept erasure in autoregressive image generation · 2 sources
Two new research papers introduce methods for concept erasure in autoregressive image generation models, addressing concerns about misuse and the creation of unsafe content. The first paper, Obliviate, proposes a guidan…
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Shopify theme development time cut in half with Liquid patterns
A developer significantly reduced Shopify theme build times by implementing five key Liquid patterns. These patterns streamline the process of creating theme sections, particularly by using schema fragments to avoid rep…
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Cheapest LLM APIs for Startups in 2026: Open-Weights Models Offer Major Savings
For startups in 2026, utilizing open-weights LLM APIs through platforms like OpenRouter offers a significant cost advantage. Models such as Meta's Llama 3.1 8B Instruct and Microsoft's Phi-4 provide substantial savings,…
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Chat template errors can break prompt caching
This article discusses how specific chat template patterns in programming can inadvertently hinder prompt caching. It highlights that certain syntax, like the 'endraw' tag in Liquid, can cause errors and prevent efficie…
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Shopify enables AI agent endpoints for e-commerce
Shopify has quietly rolled out agent-facing endpoints across its platform, automatically serving files like /llms.txt and /agents.md to AI agents. These endpoints provide information about store capabilities, supported …
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Shopify storefronts boost speed with Section Rendering API patterns
A developer has detailed six patterns for optimizing Shopify storefront performance using the Section Rendering API. These techniques aim to improve loading times by selectively re-rendering specific page sections inste…
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Magnific AI generates 4096px images, bash script resizes for Shopify
A developer has created a streamlined pipeline to generate and optimize product images for Shopify stores. The process begins with using Magnific to create a high-resolution 4096px hero image, which is then automaticall…