OpenCogito is an open-source language model by mrdayl. Features: 3b LLM, VRAM: 6.2GB, Context: 32K, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.24.
Arxiv:1910.09700 Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-3b-ins... Conversational Dataset:cais/mmlu Dataset:openai/gsm8k Endpoints compatible Gguf Grpo Instruct Quantized Qwen2 Region:us Safetensors Sft Sharded Tensorflow Trl Unsloth
Model Card on HF 🤗: https://huggingface.co/mrdayl/OpenCogito
OpenCogito 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)
OpenCogito Parameters and Internals
| LLM Name | OpenCogito |
| Repository 🤗 | https://huggingface.co/mrdayl/OpenCogito |
| Base Model(s) | |
| Model Size | 3b |
| Required VRAM | 6.2 GB |
| Updated | 2025-03-08 |
| Maintainer | mrdayl |
| Model Type | qwen2 |
| Instruction-Based | Yes |
| Model Files | |
| GGUF Quantization | Yes |
| Quantization Type | gguf |
| Model Architecture | Qwen2ForCausalLM |
| License | apache-2.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.43.1 |
| Vocabulary Size | 151936 |
| Torch Data Type | bfloat16 |
Quantized Models of the OpenCogito
Model |
Likes |
Downloads |
VRAM |
|---|---|---|---|
| OpenCognito | 0 | 216 | 6 GB |
Best Alternatives to OpenCogito
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| VibeThinker 3B Heretic | 128K / 6.2 GB | 1016 | 4 |
| TINY THINKER INSTRUCT | 32K / 6.2 GB | 1382 | 4 |
| Spyfood Brain V2 | 32K / 6.2 GB | 72 | 0 |
| Zenith 3B | 32K / 6.3 GB | 190 | 3 |
| Qwen2.5 3B Instruct Heretic | 32K / 6.2 GB | 565 | 1 |
| Coder GRPO 3B | 32K / 6.2 GB | 298 | 7 |
| OpenCognito R1 | 32K / 6.1 GB | 655 | 0 |
| Nomi 1 Creative | 32K / 6.2 GB | 112 | 2 |
| Tiny Agent A 3B | 32K / 6.2 GB | 734 | 24 |
| Esbieta Ec Qwen 2.5 3B | 32K / 6.2 GB | 16 | 3 |
Note: green Score (e.g. "73.2") means that the model is better than mrdayl/OpenCogito .
Rank the OpenCogito Capabilities
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Original data from HuggingFace, Arena and various public git repos.
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Release v20260328a