Model Card on HF 🤗: https://huggingface.co/casperhansen/starcoderbase-1b-awq
Starcoderbase 1B AWQ 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 1B AWQ Parameters and Internals
| LLM Name | Starcoderbase 1B AWQ |
| Repository 🤗 | https://huggingface.co/casperhansen/starcoderbase-1b-awq |
| Base Model(s) | |
| Model Size | 1b |
| Required VRAM | 0.8 GB |
| Updated | 2025-02-05 |
| Maintainer | casperhansen |
| Model Type | gpt_bigcode |
| Model Files | |
| AWQ Quantization | Yes |
| Quantization Type | awq |
| Generates Code | Yes |
| Model Architecture | GPTBigCodeForCausalLM |
| Transformers Version | 4.33.2 |
| Tokenizer Class | GPT2Tokenizer |
| Vocabulary Size | 49152 |
| Torch Data Type | float16 |
| Activation Function | gelu_pytorch_tanh |
Best Alternatives to Starcoderbase 1B AWQ
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Starcoder 1B | 8K / GB | 8 | 1 |
| Starcoder 1B Python | 0K / 2.3 GB | 7 | 0 |
| CodeBarcenas 1B | 0K / 2.3 GB | 1330 | 0 |
| ...Personal Copilot T4 40GB Colab | 0K / 2.3 GB | 60 | 1 |
| ...nal Copilot A100 40GB Colab 1B | 0K / 2.3 GB | 10 | 1 |
| Starcoderbase 1B Hf Python | 0K / 2.3 GB | 6 | 1 |
| Codes 1B Spider | 0K / 4.5 GB | 63 | 0 |
| Starcoderbase 1B | 0K / 4.5 GB | 102 | 0 |
| Starcoderbase 1B Sft | 0K / 2.3 GB | 130 | 53 |
| Codes 1B Bird | 0K / 4.5 GB | 60 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than casperhansen/starcoderbase-1b-awq .
Rank the Starcoderbase 1B AWQ Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227