Adapter Base model:adapter:mistralai/m... Base model:mistralai/mistral-n... Conversational Dataset:iamtarun/code instruct... En Finetuned Instruct Lora Mistral Peft Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/XeroCodes/aurora-12b
Aurora 12B 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)
Aurora 12B Parameters and Internals
| LLM Name | Aurora 12B |
| Repository 🤗 | https://huggingface.co/XeroCodes/aurora-12b |
| Base Model(s) | |
| Model Size | 12b |
| Required VRAM | 24.5 GB |
| Updated | 2025-03-24 |
| Maintainer | XeroCodes |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Model Architecture | Adapter |
| License | apache-2.0 |
| Model Max Length | 1024000 |
| Is Biased | none |
| Tokenizer Class | PreTrainedTokenizerFast |
| Padding Token | <pad> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | up_proj|o_proj|q_proj|k_proj|gate_proj|v_proj|down_proj |
| LoRA Alpha | 16 |
| LoRA Dropout | 0 |
| R Param | 16 |
Best Alternatives to Aurora 12B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Control 12B R3 Lora | 0K / 2.9 GB | 6 | 0 |
| Aura NeMo 12B | 0K / 1.8 GB | 5 | 2 |
Note: green Score (e.g. "73.2") means that the model is better than XeroCodes/aurora-12b .
Rank the Aurora 12B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227