Autotrain compatible Codegen Conversational Endpoints compatible Instruct Llama Region:us Safetensors Sharded Tensorflow
SQL Sorcerer 6.7B V1.0 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)
SQL Sorcerer 6.7B V1.0 Parameters and Internals
| LLM Name | SQL Sorcerer 6.7B V1.0 |
| Repository 🤗 | https://huggingface.co/MrezaPRZ/SQL_Sorcerer_6.7B_V1.0 |
| Model Size | 6.7b |
| Required VRAM | 13.5 GB |
| Updated | 2024-09-16 |
| Maintainer | MrezaPRZ |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| Generates Code | Yes |
| Model Architecture | LlamaForCausalLM |
| Context Length | 16384 |
| Model Max Length | 16384 |
| Transformers Version | 4.36.2 |
| Tokenizer Class | LlamaTokenizerFast |
| Beginning of Sentence Token | <｜begin▁of▁sentence｜> |
| End of Sentence Token | <|EOT|> |
| Vocabulary Size | 32256 |
| Torch Data Type | bfloat16 |
Best Alternatives to SQL Sorcerer 6.7B V1.0
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Speechless Coder Ds 6.7B | 16K / 13.5 GB | 682 | 5 |
| Code 290K 6.7B Instruct | 16K / 13.5 GB | 60 | 6 |
| Datascience Coder 6.7B | 16K / 13.5 GB | 673 | 3 |
| Merge Code Gen | 16K / 13.6 GB | 5 | 0 |
| ... 6.7B Instruct Trt Int4 G64 Hf | 16K / 4.2 GB | 5 | 0 |
| ...6.7B Instruct Trt Int8 G128 Hf | 16K / 7.2 GB | 7 | 0 |
| NaturalSQL 6.7B V0 | 16K / 13.5 GB | 127 | 6 |
| SQL Sorcerer 6.7B V1.1 | 16K / 13.5 GB | 5 | 0 |
| DeepYi Second | 16K / 12.6 GB | 10 | 0 |
| ...rpreter DS 6.7B 8.0bpw H8 EXL2 | 16K / 6.9 GB | 9 | 2 |
Note: green Score (e.g. "73.2") means that the model is better than MrezaPRZ/SQL_Sorcerer_6.7B_V1.0 .
Rank the SQL Sorcerer 6.7B V1.0 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803