Autotrain compatible Code Codegen Codegen Endpoints compatible Gpt bigcode Pytorch Region:us Sql Sql Sql generation Text2sql
Model Card on HF 🤗: https://huggingface.co/seeklhy/codes-1b
Codes 1B 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)
Codes 1B Parameters and Internals
| Model Type |
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| Training Details |
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| LLM Name | Codes 1B |
| Repository 🤗 | https://huggingface.co/seeklhy/codes-1b |
| Model Size | 1b |
| Required VRAM | 4.5 GB |
| Updated | 2025-06-09 |
| Maintainer | seeklhy |
| Model Type | gpt_bigcode |
| Model Files | |
| Supported Languages | code |
| Generates Code | Yes |
| Model Architecture | GPTBigCodeForCausalLM |
| License | apache-2.0 |
| Transformers Version | 4.32.0 |
| Tokenizer Class | GPT2Tokenizer |
| Vocabulary Size | 49152 |
| Torch Data Type | float32 |
| Activation Function | gelu_pytorch_tanh |
Best Alternatives to Codes 1B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Starcoder 1B | 8K / GB | 15 | 1 |
| Starcoder 1B Python | 0K / 2.3 GB | 16 | 0 |
| Codes 1B Spider | 0K / 4.5 GB | 3111 | 0 |
| ...nal Copilot A100 40GB Colab 1B | 0K / 2.3 GB | 14 | 1 |
| ...Personal Copilot T4 40GB Colab | 0K / 2.3 GB | 11 | 1 |
| CodeBarcenas 1B | 0K / 2.3 GB | 169 | 0 |
| Starcoderbase 1B Hf Python | 0K / 2.3 GB | 14 | 1 |
| Starcoderbase 1B | 0K / 4.5 GB | 19 | 0 |
| Starcoderbase 1B | 0K / 4.5 GB | 17 | 0 |
| Codes 1B Bird | 0K / 4.5 GB | 31 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than seeklhy/codes-1b .
Rank the Codes 1B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124