Model Card on HF 🤗: https://huggingface.co/shafire/SpectraMindQ
SpectraMindQ 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)
SpectraMindQ Parameters and Internals
| LLM Name | SpectraMindQ |
| Repository 🤗 | https://huggingface.co/shafire/SpectraMindQ |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 0.2 GB |
| Updated | 2025-02-10 |
| Maintainer | shafire |
| Model Files | |
| Model Architecture | Adapter |
| License | other |
| Model Max Length | 2048 |
| Is Biased | none |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | </s> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | o_proj|up_proj|q_proj|down_proj|k_proj|gate_proj|v_proj |
| LoRA Alpha | 32 |
| LoRA Dropout | 0.05 |
| R Param | 16 |
Best Alternatives to SpectraMindQ
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Phi 3 Mini 4K Instruct Sa V0.1 | 0K / 0 GB | 15 | 0 |
| Samantha Omni Humanlike Lora | 0K / 0 GB | 67 | 3 |
| ...is Violet Toxic GRPO V0.4 Lora | 0K / 0.5 GB | 12 | 0 |
| Reflection Model | 0K / 0.2 GB | 0 | 1 |
| SpectraMind | 0K / 16.1 GB | 120 | 3 |
| L3 Templar R128 LoRA | 0K / 3.4 GB | 17 | 1 |
| ...mall Physics Finetuned Adapter | 0K / 0.1 GB | 9 | 1 |
| L3.1 Spark R64 LoRA | 0K / 0.4 GB | 6 | 0 |
| Mistral Small Fujin Qlora | 0K / 0.8 GB | 36 | 2 |
| Mistral Small Dampf Qlora | 0K / 0.8 GB | 12 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than shafire/SpectraMindQ .
Rank the SpectraMindQ Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227