From 2c5160f658c75f56ec86a3d4fc114bc633f2d925 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 11 Apr 2026 05:19:54 +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: DQN-Labs-Community/dqnMath-v1-GGUF Source: Original Platform --- .gitattributes | 38 ++++++++++ DQN-Math-v1.Q4_K_M.gguf | 3 + DQN-Math-v1.f16.gguf | 3 + README.md | 153 ++++++++++++++++++++++++++++++++++++++++ dqnMath.png | 3 + 5 files changed, 200 insertions(+) create mode 100644 .gitattributes create mode 100644 DQN-Math-v1.Q4_K_M.gguf create mode 100644 DQN-Math-v1.f16.gguf create mode 100644 README.md create mode 100644 dqnMath.png diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..5ab8200 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,38 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +DQN-Math-v1.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +DQN-Math-v1.f16.gguf filter=lfs diff=lfs merge=lfs -text +dqnMath.png filter=lfs diff=lfs merge=lfs -text diff --git a/DQN-Math-v1.Q4_K_M.gguf b/DQN-Math-v1.Q4_K_M.gguf new file mode 100644 index 0000000..e117d60 --- /dev/null +++ b/DQN-Math-v1.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28149a0ebfbcc9645610a9a1e67d5fafd89e713e5ab4c7860caf79cb6567519a +size 2497280128 diff --git a/DQN-Math-v1.f16.gguf b/DQN-Math-v1.f16.gguf new file mode 100644 index 0000000..c905599 --- /dev/null +++ b/DQN-Math-v1.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc3e2d04a494d641084ebf19dd70efa4389142f1dd47d1cef533203959125b7a +size 8051284608 diff --git a/README.md b/README.md new file mode 100644 index 0000000..e5d5a04 --- /dev/null +++ b/README.md @@ -0,0 +1,153 @@ +--- +license: apache-2.0 +language: +- en +tags: +- math +- reasoning +- small-model +- efficient +- education +- local +- qwen +- qwen3 +- qwen3.5 +- 4b +- small +- mathematics +- cot +- chainofthought +- thinking +- daily-use +- localai +- ai +- gpt +- dqnlabs +- dqngpt +- gguf +- lmstudio +- ollama +pipeline_tag: text-generation +--- + +# dqnMath-v1 + +dqnMath-v1 is a 4B-parameter language model designed for fast, clear, and reliable mathematical problem solving. + +It focuses on solving problems efficiently, with concise steps and minimal unnecessary explanation. It's optimized for solving daily mathematical problems quickly and efficiently, with minimal token count. + +![dqnCode Banner](dqnMath.png) +--- + +## Model Description + +- **Model type:** Causal Language Model +- **Parameters:** 4B +- **Primary use:** Mathematical problem solving +- **Style:** Direct answers with optional, minimal step-by-step reasoning + +dqnMath v1 4B is optimized for clarity and speed rather than long-form reasoning or benchmark performance. + +--- + +## Intended Uses + +### Direct Use + +- Solving school-level math problems +- Performing quick calculations +- Explaining basic mathematical steps +- Assisting with homework and practice +- Low to moderate reasoning-heavy math + +--- + +## Key Characteristics + +- Produces concise and readable solutions +- Prioritizes correctness over verbosity +- Uses structured reasoning when needed +- Designed for consistent outputs across similar problems +- Reliable and minimal hallucination + +--- + +## Example + +**Input** +```text +Solve: 2x + 3 = 7 +``` + +**Output** +```text +2x = 4 +x = 2 +``` + +--- + +**Input** +```text +Convert 0.333... to a fraction +``` + +**Output** +```text +Let x = 0.333... + +10x = 3.333... +10x - x = 3 +9x = 3 +x = 1/3 +``` + +--- + +## Usage + +This model is available on many platforms and is compatible with many formats! + +The GGUF format is compatible with llama.cpp and LM Studio. +Other formats include MLX (LM Studio, optimized for Apple devices), and HF (universal compatibility). + + +--- + +## Training Details + +dqnMath-v1 is fine-tuned for structured mathematical reasoning and concise problem-solving. + +The training process emphasizes: + +- Step-by-step clarity +- Reduced verbosity +- Reliable first-attempt answers + +--- + +## Limitations + +- Limited performance on advanced mathematics +- Not optimized for non-mathematical domains +- May simplify explanations rather than explore deeply + +--- + +## Efficiency + +dqnMath-v1 is designed to run efficiently on consumer hardware, with support for quantized formats. + +--- + +## License + +Apache 2.0 + +--- + +## Author + +Developed by DQN Labs. +Huge thanks to the team at mradermacher for quantizing this model! +This model card was generated with the help of dqnGPT v0.2! \ No newline at end of file diff --git a/dqnMath.png b/dqnMath.png new file mode 100644 index 0000000..3001f91 --- /dev/null +++ b/dqnMath.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d69ffff260aea34d1eae9f1ea0c72b00404a718424e824ebf3d18e287793057 +size 1070702