Sql Code Gguf 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 Code Gguf Parameters and Internals
| LLM Name | Sql Code Gguf |
| Repository 🤗 | https://huggingface.co/Ammad1Ali/sql-code-gguf |
| Model Size | 7b |
| Required VRAM | 4.8 GB |
| Updated | 2024-09-07 |
| Maintainer | Ammad1Ali |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| GGUF Quantization | Yes |
| Quantization Type | gguf|q5|q5_k |
| Model Architecture | LlamaForCausalLM |
| Context Length | 16384 |
| Model Max Length | 16384 |
| Transformers Version | 4.37.2 |
| Tokenizer Class | CodeLlamaTokenizer |
| Vocabulary Size | 32016 |
| Torch Data Type | float16 |
Best Alternatives to Sql Code Gguf
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Sqlcoder 7B 2 | 16K / 13.5 GB | 59854 | 276 |
| ...pseek Coder 6.7B Instruct GGUF | 16K / 2.5 GB | 962 | 6 |
| Bailong Orpo 7B | 4K / 14 GB | 54 | 5 |
| Latxa 7B Instruct | 4K / 13.5 GB | 8 | 0 |
| ...lumiX 32K Instruct Q4 K M GGUF | 32K / 4.1 GB | 34 | 3 |
| ...p 0.05 Max Grad1.0 Grad Accu32 | 32K / 14.4 GB | 9 | 0 |
| ...p 0.05 Max Grad1.0 Grad Accu32 | 32K / 14.4 GB | 6 | 0 |
| ...ruct Solidity Bnb 4bit Smashed | 16K / 4.2 GB | 5 | 0 |
| ...B Instruct Hf Bnb 4bit Smashed | 16K / 4.2 GB | 16 | 0 |
| CodelLama7B Inst DPO 7K Mlx | 16K / 4.2 GB | 8 | 2 |
Note: green Score (e.g. "73.2") means that the model is better than Ammad1Ali/sql-code-gguf .
Rank the Sql Code Gguf Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803