Autotrain compatible Base model:deepseek-ai/deepsee... Base model:finetune:deepseek-a... Codegen Dataset:gretelai/synthetic tex... Dataset:premai-io/birdbench Dataset:premai-io/domains Dataset:premai-io/spider Endpoints compatible Instruct Llama Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/premai-io/prem-1B-SQL
Prem 1B 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)
Prem 1B SQL Parameters and Internals
| LLM Name | Prem 1B SQL |
| Repository 🤗 | https://huggingface.co/premai-io/prem-1B-SQL |
| Base Model(s) | |
| Model Size | 1b |
| Required VRAM | 5.4 GB |
| Updated | 2025-02-22 |
| Maintainer | premai-io |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| Generates Code | Yes |
| Model Architecture | LlamaForCausalLM |
| Context Length | 16384 |
| Model Max Length | 16384 |
| Transformers Version | 4.44.0 |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | <｜end▁of▁sentence｜> |
| Vocabulary Size | 32256 |
| Torch Data Type | float32 |
Rank the Prem 1B SQL Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227