StarCoder2 3B GGUF is an open-source language model by second-state. Features: 3b LLM, VRAM: 1.1GB, Context: 16K, License: bigcode-openrail-m, Quantized, LLM Explorer Score: 0.14.
Base model:bigcode/starcoder2-... Base model:quantized:bigcode/s... Code Gguf Q2 Quantized Region:us Starcoder2
Model Card on HF 🤗: https://huggingface.co/second-state/StarCoder2-3B-GGUF
StarCoder2 3B GGUF Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
StarCoder2 3B GGUF Parameters and Internals
| Model Type |
|
| LLM Name | StarCoder2 3B GGUF |
| Repository 🤗 | https://huggingface.co/second-state/StarCoder2-3B-GGUF |
| Model Name | StarCoder2 3B |
| Model Creator | bigcode |
| Base Model(s) | |
| Model Size | 3b |
| Required VRAM | 1.1 GB |
| Updated | 2026-03-29 |
| Maintainer | second-state |
| Model Type | starcoder2 |
| Model Files | |
| GGUF Quantization | Yes |
| Quantization Type | gguf|q2|q4_k|q5_k |
| Model Architecture | Starcoder2ForCausalLM |
| License | bigcode-openrail-m |
| Context Length | 16384 |
| Model Max Length | 16384 |
| Transformers Version | 4.37.0.dev0 |
| Vocabulary Size | 49152 |
Best Alternatives to StarCoder2 3B GGUF
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Starcoder2 3B 4bit | 16K / 1.9 GB | 112 | 1 |
| Starcoder2 3B | 16K / 12.1 GB | 91858 | 216 |
| Starcoder2 3b AutoRedteam | 16K / 12.7 GB | 5 | 0 |
| Starcoder2 3B AWQ | 16K / 2.1 GB | 15 | 0 |
| Starcoder Proto Code | 16K / 6.1 GB | 5 | 0 |
| Mojo Starcoder2 | 16K / 6.4 GB | 11 | 0 |
| NEARCoder 3B | 16K / 6.1 GB | 5 | 0 |
| NEAR StructTunedStarcoder2 | 16K / 6.1 GB | 5 | 0 |
| NEAR PreTrainedStarCoder2 | 16K / 6.1 GB | 5 | 0 |
| Bigcode Starcoder2 3B 8bits | 16K / 3.2 GB | 6 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than second-state/StarCoder2-3B-GGUF .
Rank the StarCoder2 3B GGUF Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a