Agentic Coding
CStarCoder2 3B
This model is still usable for agentic-coding, but it is not the most specialized pick. It sits in the middle of the current model mix. It fits natively with comfortable headroom.
AMD
Architecture
GCN 4 (Graphics Core Next 4th gen) is AMD's 14nm refresh of the Polaris architecture, powering the RX 500 series. It was the mainstream competitor to NVIDIA's Pascal GTX 10 series.
AI Relevance
No practical AI inference capability. Lacks the compute precision and memory bandwidth needed for LLM workloads. Only usable for very small models via CPU offloading with Vulkan backend.
Agentic Coding
CThis model is still usable for agentic-coding, but it is not the most specialized pick. It sits in the middle of the current model mix. It fits natively with comfortable headroom.
Chat
CThis model is a direct match for chat. It sits in the middle of the current model mix. It fits natively with comfortable headroom. Known channels: huggingface, ollama, lm-studio.
Coding
CThis model is still usable for coding, but it is not the most specialized pick. It sits in the middle of the current model mix. It should run, but memory headroom will be limited. Known channels: huggingface, ollama.
RAG
CThis model is still usable for rag, but it is not the most specialized pick. It belongs to a current frontier family for local AI. It fits natively with comfortable headroom. Known channels: huggingface, ollama, lm-studio.
Reasoning
CThis model is a direct match for reasoning. It belongs to a current frontier family for local AI. It fits natively with comfortable headroom. Known channels: huggingface, ollama, lm-studio.
Just out of reach
High-quality models that need a bit more memory
Upgrade paths
See what you unlock with more powerful hardware
Upgrade options
~$329 MSRP
~$8,000 MSRP