model roundup
Qwen 3
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General-purpose large language models (LLMs) have demonstrated strong abilities in opendomain question answering, information extraction, and text generation. Agricultural applications, however, are domain-specific, region-dependent, time-…
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Using Claude Pro and Local Models? (www.reddit.com via reddit)
I currently host a local MCP server with ollama and a qwen3-coder 30b model. I have a Claude pro subscription I'd like to be able to call the qwen3-coder model the same way I call a haiku, and also allow it to be spun up as a sub agent.
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Show HN: Apex-1-flash, 4B LLM finetuned on RTX 5070 (huggingface.co via hn)
The goal was to create a highly efficient, small-scale model that can perform reasoning tasks while remaining lightweight enough to run easily on consumer hardware. Technical Stack: Base: Qwen3:4B Training: Fine-tuned using Unsloth for mem…