CodeLlama 13B
PulseAugur coverage of CodeLlama 13B — every cluster mentioning CodeLlama 13B 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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16GB VRAM is sweet spot for local LLMs; 24GB+ needed for larger models
For users running large language models locally, 16GB of VRAM is generally sufficient for 7B and most 13B parameter models, especially when using quantization techniques. However, running larger models like 34B paramete…
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Best Budget GPUs for Local LLMs in 2026: RTX 4060 Ti 16GB Leads
For users looking to run large language models locally on a budget in 2026, the GeForce RTX 4060 Ti 16GB is recommended for its 16GB of VRAM, which comfortably handles popular 7B and 13B models. For an even more budget-…
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New benchmarks released for LLM-based Java and Rust vulnerability detection
Two new benchmarks, JavaVulBench and RustMizan, have been released to evaluate the capabilities of large language models in detecting software vulnerabilities. JavaVulBench focuses on Java methods and includes over 1,74…
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RTX 4090 leads GPU recommendations for Ollama LLM users
For users running large language models locally with Ollama, the choice of GPU is critical, with VRAM and memory bandwidth being the most important factors. The RTX 4090 is recommended as the best all-around option for …