From bc758af904ec8ac1644f91516ff6352d70bde6fc Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 20 Apr 2026 02:58:05 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: Rustamshry/BioGenesis-ToT-GGUF Source: Original Platform --- .gitattributes | 36 +++++++++++++ BioGenesis-ToT-f16.gguf | 3 ++ README.md | 100 +++++++++++++++++++++++++++++++++++ benchmark/BioGenesis-ToT.png | Bin 0 -> 87152 bytes 4 files changed, 139 insertions(+) create mode 100644 .gitattributes create mode 100644 BioGenesis-ToT-f16.gguf create mode 100644 README.md create mode 100644 benchmark/BioGenesis-ToT.png diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..f6a4483 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.7z filter=lfs diff=lfs 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b/README.md @@ -0,0 +1,100 @@ +--- +license: apache-2.0 +language: +- en +metrics: +- accuracy +base_model: +- khazarai/BioGenesis-ToT +pipeline_tag: text-generation +tags: +- biology +- medical +- science +- unsloth +- sft +--- + +# Model Card for BioGenesis-ToT + + +![alt="General Benchmark Comparison Chart"](benchmark/BioGenesis-ToT.png) + +- **Overall Success Rate**: + - khazarai/BioGenesis-ToT: **51.45** + - Qwen/Qwen3-1.7B: **46.82** + +- **Benchmark**: [emre/TARA_Turkish_LLM_Benchmark](https://huggingface.co/datasets/emre/TARA_Turkish_LLM_Benchmark) + + +GGUF version of https://huggingface.co/khazarai/BioGenesis-ToT + +BioGenesis-ToT is a fine-tuned version of Qwen3-1.7B, optimized for mechanistic reasoning and explanatory understanding in biology. +This model has been trained on the [moremilk/ToT-Biology](https://huggingface.co/datasets/moremilk/ToT-Biology) dataset β€” a reasoning-rich collection of biology questions emphasizing why and how processes occur, rather than simply what happens. + +The model demonstrates strong capabilities in: +- Structured biological explanation generation +- Logical and causal reasoning +- Chain-of-thought (ToT) reasoning in scientific contexts +- Interdisciplinary biological analysis (e.g., bioengineering, medicine, ecology) + +## Uses + +### πŸš€ Intended Use + +- Educational and scientific explanation generation +- Biological reasoning and tutoring applications +- Model interpretability research +- Training datasets for reasoning-focused LLMs + + +### ⚠️ Limitations + +- Not a replacement for expert biological judgment +- May occasionally over-generalize or simplify complex phenomena +- Limited to reasoning quality within biological contexts (not trained for creative writing or coding) + + +## πŸ§ͺ Dataset: moremilk/ToT-Biology + +The ToT-Biology dataset emphasizes mechanistic understanding and explanatory reasoning within biology. +It’s designed to help AI models develop interpretable, step-by-step reasoning abilities for complex biological systems. + +It spans a wide range of biological subdomains: +- Foundational biology: Cell biology, genetics, evolution, and ecology +- Advanced topics: Systems biology, synthetic biology, computational biophysics +- Applied domains: Medicine, agriculture, bioengineering, and environmental science + +Dataset features include: + +- 🧩 Logical reasoning styles β€” deductive, inductive, abductive, causal, and analogical +- 🧠 Problem-solving techniques β€” decomposition, elimination, systems thinking, trade-off analysis +- πŸ”¬ Real-world problem contexts β€” experiment design, pathway mapping, and data interpretation +- 🌍 Practical relevance β€” bridging theoretical reasoning and applied biological insight +- πŸŽ“ Educational focus β€” for both AI training and human learning in scientific reasoning + + +## 🧭 Objective + +This fine-tuning project aims to build an interpretable reasoning model capable of: + +- Explaining biological mechanisms clearly and coherently +- Demonstrating transparent, step-by-step thought processes +- Applying logical reasoning techniques to biological and interdisciplinary problems +- Supporting educational and research use cases where reasoning transparency matters + + +## Citation + +**BibTeX:** +```bibtex +@model{khazarai/BioGenesis-ToT, + title = {BioGenesis-ToT: A Fine-Tuned Model for Explanatory Biological Reasoning}, + author = {Rustam Shiriyev}, + year = {2025}, + publisher = {Hugging Face}, + base_model = {Qwen3-1.7B}, + dataset = {moremilk/ToT-Biology}, + license = {MIT} +} +``` \ No newline at end of file diff --git a/benchmark/BioGenesis-ToT.png b/benchmark/BioGenesis-ToT.png new file mode 100644 index 0000000000000000000000000000000000000000..cac7c520934db750382caa1870433f093bbd1bae GIT binary patch literal 87152 zcmeFZc|6tc`aZg(D3ZvOLNa6~X_7e$>hIQdegm69YE`g+gJ{ z+OMupq0n(tD736A>F_7F)OiE&Kk^wW2p`XiN!hJ+a=Vhi-3^rDl^%{Y9s*^)feB z*qq=y#?@)NGfpym^W)9&4CTkhMtk_?<$H9zGDo#vHI4l7ZnC-Me%JlA=j(viTiq)Q 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