metadata

license: mit
library_name: transformers
pipeline_tag: text-generation
datasets:
  - yulan-team/YuLan-Mini-Datasets
  - HuggingFaceFW/fineweb-edu
  - bigcode/the-stack-v2
  - mlfoundations/dclm-baseline-1.0
  - math-ai/AutoMathText
  - gair-prox/open-web-math-pro
  - RUC-AIBOX/long_form_thought_data_5k
  - internlm/Lean-Workbook
  - internlm/Lean-Github
  - deepseek-ai/DeepSeek-Prover-V1
  - ScalableMath/Lean-STaR-base
  - ScalableMath/Lean-STaR-plus
  - ScalableMath/Lean-CoT-base
  - ScalableMath/Lean-CoT-plus
  - opencsg/chinese-fineweb-edu
  - liwu/MNBVC
  - vikp/textbook_quality_programming
  - HuggingFaceTB/smollm-corpus
  - OpenCoder-LLM/opc-annealing-corpus
  - OpenCoder-LLM/opc-sft-stage1
  - OpenCoder-LLM/opc-sft-stage2
  - XinyaoHu/AMPS_mathematica
  - deepmind/math_dataset
  - mrfakename/basic-math-10m
  - microsoft/orca-math-word-problems-200k
  - AI-MO/NuminaMath-CoT
  - HuggingFaceTB/cosmopedia
  - MU-NLPC/Calc-ape210k
  - manu/project_gutenberg
  - storytracer/LoC-PD-Books
  - allenai/dolma
language:
  - en
  - zh
tags:
  - code
  - math
  - llama-cpp
  - gguf-my-repo
arxiv: 2412.17743
base_model: yulan-team/YuLan-Mini
model-index:
  - name: YuLan-Mini
    results:
      - task:
          type: text-generation
        dataset:
          name: HumanEval
          type: openai_humaneval
        metrics:
          - type: pass@1
            value: 0.64
            name: pass@1
            verified: false
      - task:
          type: text-generation
        dataset:
          name: MBPP
          type: mbpp
        metrics:
          - type: pass@1
            value: 0.659
            name: pass@1
            verified: false
      - task:
          type: text-generation
        dataset:
          name: MATH-500
          type: math-500
        metrics:
          - type: maj@1
            value: 0.378
            name: maj@1
            verified: false
      - task:
          type: text-generation
        dataset:
          name: GSM8K
          type: gsm8k
        metrics:
          - type: maj@1
            value: 0.684
            name: maj@1
            verified: false

matrixportal/YuLan-Mini-Q8_0-GGUF

This model was converted to GGUF format from yulan-team/YuLan-Mini using llama.cpp via the ggml.ai's GGUF-my-repo space. Refer to the original model card for more details on the model.

Use with llama.cpp

Install llama.cpp through brew (works on Mac and Linux)

brew install llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:

llama-cli --hf-repo matrixportal/YuLan-Mini-Q8_0-GGUF --hf-file yulan-mini-q8_0.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo matrixportal/YuLan-Mini-Q8_0-GGUF --hf-file yulan-mini-q8_0.gguf -c 2048

Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.

Step 1: Clone llama.cpp from GitHub.

git clone https://github.com/ggerganov/llama.cpp

Step 2: Move into the llama.cpp folder and build it with LLAMA_CURL=1 flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).

cd llama.cpp && LLAMA_CURL=1 make

Step 3: Run inference through the main binary.

./llama-cli --hf-repo matrixportal/YuLan-Mini-Q8_0-GGUF --hf-file yulan-mini-q8_0.gguf -p "The meaning to life and the universe is"

./llama-server --hf-repo matrixportal/YuLan-Mini-Q8_0-GGUF --hf-file yulan-mini-q8_0.gguf -c 2048