4bit Autotrain compatible Code Dataset:bigcode/the-stack-v2-t... Endpoints compatible Mlx Model-index Quantized Region:us Safetensors Starcoder2
Model Card on HF 🤗: https://huggingface.co/mlx-community/starcoder2-3b-4bit
Starcoder2 3B 4bit 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 4bit Parameters and Internals
| Model Type |
| |
| Additional Notes |
|
| LLM Name | Starcoder2 3B 4bit |
| Repository 🤗 | https://huggingface.co/mlx-community/starcoder2-3b-4bit |
| Model Size | 3b |
| Required VRAM | 1.9 GB |
| Updated | 2025-02-05 |
| Maintainer | mlx-community |
| Model Type | starcoder2 |
| Model Files | |
| Quantization Type | 4bit |
| Model Architecture | Starcoder2ForCausalLM |
| License | bigcode-openrail-m |
| Context Length | 16384 |
| Model Max Length | 16384 |
| Transformers Version | 4.39.0.dev0 |
| Vocabulary Size | 49152 |
Best Alternatives to Starcoder2 3B 4bit
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Starcoder2 3B | 16K / 12.1 GB | 552570 | 159 |
| Starcoder2 3b AutoRedteam | 16K / 12.7 GB | 21 | 0 |
| Starcoder2 3B AWQ | 16K / 2.1 GB | 145 | 0 |
| Starcoder Proto Code | 16K / 6.1 GB | 6 | 0 |
| Mojo Starcoder2 | 16K / 6.4 GB | 11 | 0 |
| NEARCoder 3B | 16K / 6.1 GB | 134 | 0 |
| StarCoder2 3B GGUF | 16K / 1.1 GB | 1727 | 7 |
| NEAR PreTrainedStarCoder2 | 16K / 6.1 GB | 114 | 0 |
| NEAR StructTunedStarcoder2 | 16K / 6.1 GB | 79 | 0 |
| Bigcode Starcoder2 3B 8bits | 16K / 3.2 GB | 5 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/starcoder2-3b-4bit .
Rank the Starcoder2 3B 4bit Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227