{"slug": "inkling-open-weights-975b-parameter-llm", "title": "Inkling – Open-Weights 975B Parameter LLM", "summary": "Inkling, a 975-billion-parameter open-weights large language model with only 41 billion active parameters, is now available for fine-tuning, enabling developers to reduce computational costs while maintaining performance across text, image, and speech tasks. The model's efficient architecture cuts GPU memory needs by roughly 20 times, allowing deployment of a single model for multimodal tasks without swapping architectures.", "body_md": "[Hacker News](https://thinkingmachines.ai/inkling/)\n\n### Inkling – Open-Weights 975B Parameter LLM\n\nWhich summary reads better? Pick one — models revealed after.Both summaries are AI-generated.\n\nA 975B parameter LLM with only 41B active parameters is now available for fine-tuning, enabling developers to potentially reduce the computational cost of customizing large models while maintaining their performance; this capability matters because it allows for more efficient domain adaptation without sacrificing the model's multimodal capabilities and tool usage.\n\n975B-parameter open-weights model with only 41B active at inference, cutting GPU memory needs by ~20× while matching top-tier performance on code, math, and multimodal tasks. This lets you deploy a single model that handles text, images, and speech in production without swapping architectures, and fine-tune it on your own data for domain-specific workflows without hitting memory walls. Expect lower cloud costs and faster iteration, but watch for calibration drift if you push thinking-time too low.", "url": "https://wpnews.pro/news/inkling-open-weights-975b-parameter-llm", "canonical_source": "https://www.snipvote.com/story/cmrn7kqq000068j2zuzu08rfz", "published_at": "2026-07-16 08:26:39.887426+00:00", "updated_at": "2026-07-16 08:26:41.966878+00:00", "lang": "en", "topics": ["large-language-models", "ai-products", "ai-infrastructure", "ai-research"], "entities": ["Inkling", "Hacker News"], "alternates": {"html": "https://wpnews.pro/news/inkling-open-weights-975b-parameter-llm", "markdown": "https://wpnews.pro/news/inkling-open-weights-975b-parameter-llm.md", "text": "https://wpnews.pro/news/inkling-open-weights-975b-parameter-llm.txt", "jsonld": "https://wpnews.pro/news/inkling-open-weights-975b-parameter-llm.jsonld"}}