Arxiv:1910.09700 Autotrain compatible Conversational Endpoints compatible Llama Region:us Safetensors Sharded Tensorflow
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 |
| Model Size | 1b |
| Required VRAM | 5.4 GB |
| Updated | 2024-09-08 |
| Maintainer | premai-io |
| Model Type | llama |
| Model Files | |
| 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 |
Best Alternatives to Prem 1B SQL
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| LWM Text Chat 1M | 1024K / 13.5 GB | 777 | 174 |
| JOSIE 1M Base | 1024K / 13.5 GB | 8 | 1 |
| LWM Text 1M | 1024K / 13.5 GB | 20 | 27 |
| Csg Wukong 1B Chat V0.1 | 32K / 2.2 GB | 15 | 5 |
| Dot Test 1 | 32K / 2.2 GB | 5 | 0 |
| Dot Test 0 | 32K / 2.2 GB | 5 | 0 |
| Palmer Merge Test 6 | 32K / 2.2 GB | 5 | 0 |
| XLAM 1B Fc R | 16K / 2.7 GB | 45128 | 40 |
| Mojo Coder 1B | 16K / 2.7 GB | 46 | 6 |
| Context Aware Splitter 1B | 8K / 2.2 GB | 9 | 5 |
Note: green Score (e.g. "73.2") means that the model is better than premai-io/prem-1B-SQL .
Rank the Prem 1B SQL Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803