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Best Agentic Frameworks in 2026: When to Use LangGraph, CrewAI, LlamaIndex, Pydantic AI, or No Framework
Most agent framework debates skip the first question: Do you need a framework at all? For one agent …
I have become George Jetson: my job is now Yes/No supervision for a machine I don’t fully understand.
submitted by /u/Helpful_Today7449 [link] [comments]…
1-bit Bonsai Image 4B and Ternary Bonsai Image 4B Image Generation for Local Devices with just 0.93 GB and 1.21 GB respectively of Diffusion Transformer Footprint. So tiny!
https://prismml.com/news/bonsai-image-4b submitted by /u/Addyad [link] [comments]…
ui: Add Thinking mode toggle with reasoning effort levels + improvements for Chat Form Add Action UI by allozaur · Pull Request #23434 · ggml-org/llama.cpp
now you can enable/disable/limit thinking (check the video) submitted by /u/jacek2023 [link]…
What are you using to preprocess pdfs before feeding them to a local model?
I have been running a local setup for document QA and the output quality varies a lot depending on w…
Automating openai-privacy-filter or any redaction tools?
24GB Mac. Tried Osaurus, but it doesn't seem to actually enable every time for some reason, so I don…
Tiny LLM Benchmark: Jetson Orin Nano Super 8GB - Four Power Modes × Eight Models
Just released a deep benchmark of 8 tiny LLMs (135M → ~1B) on a $250 Jetson Orin Nano Super 8GB usin…
Building a free, offline LLM “tutor” grounded in one university textbook — RAG, LoRA, or both? Sanity check wanted
Hey everyone, looking for a sanity check before I commit to an architecture. The goal: a free, fully…
Ignoring benchmarks, how do the newest local models (gemma 4 31B, 26BA4B, Qwen 3.6) “feel” to you? What do you think they compare to?
I use local ai mainly for creative writing, and benchmarks are a bit iffy on that I feel like. I’d l…
I presently use a 3060 in an egpu enclosure connected to a nuc passed through to a vm via proxmox
It works well for some things. MOEs do not seem to. Pass through seems maybe to be the culprit to wh…
Replaced Claude with local Qwen3.6-27B in my multi-agent orchestrator for 2 weeks
For two weeks I ran my multi-agent orchestrator entirely on Qwen3.6-27B via Ollama, on a single 3090…
Help starting with Pi locally (and Qwen)
Do you have config recommandations ? Apparently you need to set up the following to have proper thin…