Autotrain compatible Base model:brgx53/3blarenegv3-... Base model:finetune:brgx53/3bl... Conversational Endpoints compatible Qwen2 Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/GuilhermeNaturaUmana/Nature-Reason-1.2-reallysmall
Nature Reason 1.2 Reallysmall Benchmarks
MMLU Pro: 37.87
GPQA: 6.6
MUSR: 15.06
BBH: 37.81
IFEval: 47.91 vs 88 (so35)-45.6%
MATH Lvl 5: 25
LLME Score: 0.34827
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)
Nature Reason 1.2 Reallysmall Parameters and Internals
| LLM Name | Nature Reason 1.2 Reallysmall |
| Repository 🤗 | https://huggingface.co/GuilhermeNaturaUmana/Nature-Reason-1.2-reallysmall |
| Base Model(s) | |
| Model Size | 7.6b |
| Required VRAM | 15.2 GB |
| Updated | 2025-03-05 |
| Maintainer | GuilhermeNaturaUmana |
| Model Type | qwen2 |
| Model Files | |
| Model Architecture | Qwen2ForCausalLM |
| Context Length | 131072 |
| Model Max Length | 131072 |
| Transformers Version | 4.49.0 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 152064 |
| Torch Data Type | float16 |
| Errors | replace |
Best Alternatives to Nature Reason 1.2 Reallysmall
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Quasar 3.3 Max | 986K / 15.2 GB | 201 | 0 |
| MawaredT1 | 128K / 15.2 GB | 2318 | 1 |
| BBAI 525 Tsu GZ Xia0 | 128K / 15.2 GB | 34 | 0 |
| BBALAW1.6 | 128K / 15.2 GB | 23 | 0 |
| Mergekit 01 | 128K / 16.2 GB | 22 | 0 |
| Exp 3 Q R | 128K / 15.2 GB | 16 | 0 |
| Marco LLM AR | 128K / 15.3 GB | 1626 | 0 |
| Qwen2.5 ColdBrew Solipsis | 128K / 15.2 GB | 41 | 1 |
| Marco LLM AR V2 | 128K / 15.3 GB | 517 | 2 |
| Qwen2.5 ColdBrew Erratik Test | 128K / 15.2 GB | 25 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than GuilhermeNaturaUmana/Nature-Reason-1.2-reallysmall .
Rank the Nature Reason 1.2 Reallysmall Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227