OpenCognito R1 is an open-source language model by mrdayl. Features: 3b LLM, VRAM: 6.1GB, Context: 32K, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.26.
4bit Autotrain compatible Conversational En Endpoints compatible Gguf Grpo Instruct Quantized Qwen2 Region:us Safetensors Sharded Tensorflow Trl Unsloth
Model Card on HF 🤗: https://huggingface.co/mrdayl/OpenCognito-r1
OpenCognito R1 Benchmarks
MMLU Pro: 27.5
GPQA: 6.6
MUSR: 11.78
BBH: 25.6
IFEval: 42.41 vs 88 (so35)-51.8%
MATH Lvl 5: 19.03
LLME Score: 0.25708
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)
OpenCognito R1 Parameters and Internals
| LLM Name | OpenCognito R1 |
| Repository 🤗 | https://huggingface.co/mrdayl/OpenCognito-r1 |
| Base Model(s) | |
| Model Size | 3b |
| Required VRAM | 6.1 GB |
| Updated | 2025-03-26 |
| Maintainer | mrdayl |
| Model Type | qwen2 |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| GGUF Quantization | Yes |
| Quantization Type | gguf|4bit |
| Model Architecture | Qwen2ForCausalLM |
| License | apache-2.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.49.0 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|vision_pad|> |
| Vocabulary Size | 151936 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to OpenCognito R1
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Coder GRPO 3B | 32K / 6.2 GB | 2671 | 7 |
| OpenCogito | 32K / 6.2 GB | 779 | 0 |
| Nomi 1 Creative | 32K / 6.2 GB | 21 | 2 |
| Tiny Agent A 3B | 32K / 6.2 GB | 657 | 24 |
| Esbieta Ec Qwen 2.5 3B | 32K / 6.2 GB | 16 | 3 |
| ...2.5 3B Instruct Abliterated V1 | 32K / 6.8 GB | 58 | 3 |
| ...5 3B Instruct Unsloth Bnb 4bit | 32K / 2.4 GB | 153672 | 7 |
| TethysAI Base Reasoning | 32K / 6.2 GB | 55 | 0 |
| Kyro N1 3B | 32K / 6.2 GB | 12 | 12 |
| Athena 1 3B | 32K / 6.2 GB | 3 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than mrdayl/OpenCognito-r1 .
Rank the OpenCognito R1 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a