Adapter Base model:adapter:mistralai/m... Base model:mistralai/mistral-7... Finetuned Lora Peft Region:us Safetensors
Dbpedia 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)
Dbpedia Parameters and Internals
| LLM Name | Dbpedia |
| Repository 🤗 | https://huggingface.co/predibase/dbpedia |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 0 GB |
| Updated | 2024-10-18 |
| Maintainer | predibase |
| Model Files | |
| Model Architecture | Adapter |
| Is Biased | none |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | v_proj|q_proj |
| LoRA Alpha | 16 |
| LoRA Dropout | 0.05 |
| R Param | 8 |
Quantized Models of the Dbpedia
Model |
Likes |
Downloads |
VRAM |
|---|---|---|---|
| Mistral 7B V0.1 Hitl | 0 | 14 | 14 GB |
Best Alternatives to Dbpedia
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| CodeAstra 7B | 0K / 0 GB | 467 | 7 |
| Qwen1.5 7B Chat Sa V0.1 | 0K / 0 GB | 6 | 0 |
| ...Sql Flash Attention 2 Dataeval | 0K / 1.9 GB | 239 | 3 |
| Deepseek Llm 7B Chat Sa V0.1 | 0K / 0 GB | 5 | 0 |
| ...eze Embed Tokens Q V Proj Lora | 0K / 0.1 GB | 12 | 1 |
| Storytell | 0K / 0 GB | 63 | 0 |
| Llamaduo Synth Ds V0.1 | 0K / 0.2 GB | 2 | 1 |
| Zephyr 7B Gpo V5 I1 | 0K / 0.7 GB | 6 | 0 |
| Zephyr 7B Gpo V6 I1 | 0K / 0.7 GB | 5 | 0 |
| LLaMA2 7B Dcot | 0K / 0.1 GB | 33 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than predibase/dbpedia .
Rank the Dbpedia Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803