Codes 7B is an open-source language model by seeklhy. Features: 7b LLM, VRAM: 29.4GB, License: apache-2.0, Code Generating, LLM Explorer Score: 0.09.
Code Codegen Codegen Deploy:azure Endpoints compatible Gpt bigcode Pytorch Region:us Sharded Sql Sql Sql generation Text2sql
Model Card on HF 🤗: https://huggingface.co/seeklhy/codes-7b
Codes 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)
Codes 7B Parameters and Internals
| Model Type |
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| Training Details |
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| LLM Name | Codes 7B |
| Repository 🤗 | https://huggingface.co/seeklhy/codes-7b |
| Model Size | 7b |
| Required VRAM | 29.4 GB |
| Updated | 2026-05-03 |
| 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 |
Best Alternatives to Codes 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 | 17 | 1 |
| 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 |
Note: green Score (e.g. "73.2") means that the model is better than seeklhy/codes-7b .
Rank the Codes 7B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a