8-bit Autotrain compatible Bitsandbytes En Endpoints compatible Llama Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/shaheerzk/text_to_sql
Text To Sql 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)
Text To Sql Parameters and Internals
| LLM Name | Text To Sql |
| Repository 🤗 | https://huggingface.co/shaheerzk/text_to_sql |
| Model Size | 7b |
| Required VRAM | 7 GB |
| Updated | 2025-03-20 |
| Maintainer | shaheerzk |
| Model Type | llama |
| Model Files | |
| Supported Languages | en |
| Model Architecture | LlamaForCausalLM |
| License | apache-2.0 |
| Context Length | 4096 |
| Model Max Length | 4096 |
| Transformers Version | 4.35.2 |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | </s> |
| Vocabulary Size | 32000 |
| Torch Data Type | float16 |
Best Alternatives to Text To Sql
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| A6 L | 1024K / 16.1 GB | 201 | 0 |
| M | 1024K / 16.1 GB | 127 | 0 |
| 157 | 1024K / 16.1 GB | 101 | 0 |
| 124 | 1024K / 16.1 GB | 93 | 0 |
| 162 | 1024K / 16.1 GB | 60 | 0 |
| 2 Very Sci Fi | 1024K / 16.1 GB | 317 | 0 |
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| ...1M 1000000ctx AEZAKMI 3 1 1702 | 1024K / 13.5 GB | 8 | 1 |
| ... Qwen2.5llamaify 7B V23.1 200K | 195K / 15.2 GB | 2094 | 3 |
| LlamaStock 8B | 128K / 16.1 GB | 9 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than shaheerzk/text_to_sql .
Rank the Text To Sql Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227