Qwen2.5 Coder 14B
PulseAugur coverage of Qwen2.5 Coder 14B — every cluster mentioning Qwen2.5 Coder 14B across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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LLMs struggle to generate secure cloud infrastructure code
A new research paper evaluates the security of Infrastructure-as-Code (IaC) generated by large language models (LLMs) and smaller language models (SLMs). The study found that syntactic validity and security compliance a…
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AI agent failures often stem from backend issues, not models
A common issue when setting up AI agents like OpenClaw is that the model itself is often not the source of failure, despite initial testing suggesting otherwise. Problems typically arise from prompt baggage, context win…
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Developers share guides for local AI assistants using Ollama
Two developers detail how to set up local AI assistants using Ollama, a tool that allows users to run large language models on their own machines. One guide focuses on creating a lightweight, privacy-focused desktop app…
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Cursor users seek local Qwen integration after update issues
A Reddit user is seeking information on how to use the Qwen large language model, specifically the qwen2.5-coder:14b variant, with the Cursor IDE. The user recalls being able to code with Qwen in Cursor previously but f…
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On-prem LLMs evaluated for Text-to-SQL on BIRD benchmark
A new paper evaluates the performance of on-premises, open-weight Large Language Models (LLMs) on Text-to-SQL tasks using the BIRD benchmark. The study found that newer model generations, such as Qwen2.5-Coder and Llama…
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Best GPUs for Running Local Coding LLMs in 2026
For developers seeking to run coding Large Language Models (LLMs) locally, the choice of GPU is critical. The NVIDIA RTX 4090 with 24GB of VRAM is recommended for running advanced models like DeepSeek Coder 33B, offerin…
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MIRA framework improves LLM mid-training data selection
Researchers have developed MIRA, a novel framework for selecting data during the mid-training phase of large language model development. This method addresses the challenge of heterogeneous data sources by discovering a…
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Claude Code runs offline locally via Ollama, enabling multi-agent voice control
A user has detailed how to run Claude Code offline on a Mac by pointing it to a local LLM via Ollama, enabling coding sessions without an internet connection. This setup is particularly useful for flights or areas with …
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OpenUI integrates with Ollama for local UI generation using various LLMs
This guide details how to set up and use OpenUI with Ollama for local UI generation from prompts. It covers the necessary software installations, system requirements, and provides insights into model performance, recomm…
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LLMs generate UML diagrams from code to answer developer queries
Researchers have developed Query2Diagram, a novel method for generating UML diagrams that specifically address developer queries about codebases. This approach utilizes Large Language Models (LLMs), fine-tuned on a cust…
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AI agents face new prompt injection and backdoor attacks
Researchers are developing new methods to attack and defend AI agents used in software reverse engineering and cybersecurity. One approach uses genetic algorithms to inject malicious prompts into AI agents, causing them…