Arxiv:2503.02240 Codegen Codegen Dataset:seeklhy/synsql-2.5m En Instruct Nl2sql Qwen2 Region:us Safetensors Sql Sql Text2sql
Model Card on HF 🤗: https://huggingface.co/seeklhy/OmniSQL-7B
OmniSQL 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)
OmniSQL 7B Parameters and Internals
| LLM Name | OmniSQL 7B |
| Repository 🤗 | https://huggingface.co/seeklhy/OmniSQL-7B |
| Model Size | 7b |
| Required VRAM | 15.2 GB |
| Updated | 2025-09-20 |
| Maintainer | seeklhy |
| Model Type | qwen2 |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Generates Code | Yes |
| Model Architecture | Qwen2ForCausalLM |
| License | apache-2.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.45.1 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 152064 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to OmniSQL 7B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen2.5 7B Rebase | 986K / 15.2 GB | 73 | 2 |
| Qwen2.5 7B Rebase | 986K / 15.2 GB | 10 | 2 |
| StockQwen 2.5 7B | 128K / 15.2 GB | 19 | 5 |
| DareQwen 2.5 7B | 128K / 15.2 GB | 6 | 1 |
| Tessa T1 7B | 117K / 15.2 GB | 6 | 10 |
| UIGEN T1.5 7B | 117K / 15.2 GB | 9 | 6 |
| Qwen2.5 Coder 7B Instruct | 32K / 15.2 GB | 913667 | 540 |
| Dante 7B | 32K / 15.2 GB | 4853 | 16 |
| Qwen2.5 7B MS Destroyer | 32K / 15.2 GB | 4 | 1 |
| Viper Coder HybridMini V1.3 | 32K / 15.2 GB | 4 | 10 |
Note: green Score (e.g. "73.2") means that the model is better than seeklhy/OmniSQL-7B .
Rank the OmniSQL 7B Capabilities
🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟
What open-source LLMs or SLMs are you in search of? 51483 in total.
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124