Starcoderbase 7B is an open-source language model by smallcloudai. Features: 7b LLM, VRAM: 30.2GB, License: bigcode-openrail-m, Code Generating, LLM Explorer Score: 0.09.
Arxiv:1911.02150 Arxiv:2205.14135 Arxiv:2207.14255 Arxiv:2305.06161 Code Codegen Dataset:bigcode/the-stack-dedu... Endpoints compatible Gpt bigcode Model-index Pytorch Region:us Sharded
Model Card on HF 🤗: https://huggingface.co/refactai/starcoderbase-7b
Starcoderbase 7B 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)
Starcoderbase 7B Parameters and Internals
| LLM Name | Starcoderbase 7B |
| Repository 🤗 | https://huggingface.co/refactai/starcoderbase-7b |
| Model Size | 7b |
| Required VRAM | 30.2 GB |
| Updated | 2026-05-16 |
| Maintainer | smallcloudai |
| Model Type | gpt_bigcode |
| Model Files | |
| Generates Code | Yes |
| Model Architecture | GPTBigCodeForCausalLM |
| License | bigcode-openrail-m |
| Transformers Version | 4.28.1 |
| Tokenizer Class | GPT2Tokenizer |
| Vocabulary Size | 49152 |
| Torch Data Type | float32 |
| Activation Function | gelu |
Best Alternatives to Starcoderbase 7B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Starcoder 7B Agent 0.2 Merged | 0K / 14.7 GB | 52 | 0 |
| Codes 7B Merged | 0K / 29.4 GB | 8 | 0 |
| Codes 7B Spider | 0K / 29.4 GB | 11 | 0 |
| Starcoderbase 7B | 0K / 30.2 GB | 10 | 1 |
| Codes 7B Bird | 0K / 29.4 GB | 14 | 0 |
| Codes 7B Bird With Evidence | 0K / 29.4 GB | 12 | 0 |
| Codes 7B | 0K / 29.4 GB | 277 | 9 |
Note: green Score (e.g. "73.2") means that the model is better than refactai/starcoderbase-7b .
Rank the Starcoderbase 7B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a