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metadata
license: apache-2.0
language:
  - en
library_name: transformers
datasets:
  - allenai/dolma3_mix-5.5T-1125
tags:
  - llama-cpp
  - gguf-my-repo
base_model: allenai/Olmo-3-1125-32B
model-index:
  - name: Olmo-3-1125-32B
    results:
      - task:
          type: text-generation
        dataset:
          name: Benchmarks
          type: benchmark
        metrics:
          - type: olmo_3_eval_math
            value: 61.6
            name: Olmo 3-Eval Math
          - type: bigcodebench
            value: 43.9
            name: BigCodeBench
          - type: humaneval
            value: 66.5
            name: HumanEval
          - type: deepseek_leetcode
            value: 1.9
            name: DeepSeek LeetCode
          - type: ds_1000
            value: 29.7
            name: DS 1000
          - type: mbpp
            value: 60.2
            name: MBPP
          - type: multipl_humaneval
            value: 35.9
            name: MultiPL HumanEval
          - type: multipl_mbppp
            value: 41.8
            name: MultiPL MBPPP
          - type: olmo_3_eval_code
            value: 40
            name: Olmo 3-Eval Code
          - type: arc_mc
            value: 94.7
            name: ARC MC
          - type: mmlu_stem
            value: 70.8
            name: MMLU STEM
          - type: medmcqa_mc
            value: 57.6
            name: MedMCQA MC
          - type: medqa_mc
            value: 53.8
            name: MedQA MC
          - type: sciq_mc
            value: 95.5
            name: SciQ MC
          - type: olmo_3_eval_mc_stem
            value: 74.5
            name: Olmo 3-Eval MC_STEM
          - type: mmlu_humanities
            value: 78.3
            name: MMLU Humanities
          - type: mmlu_social_sci.
            value: 83.9
            name: MMLU Social Sci.
          - type: mmlu_other
            value: 75.1
            name: MMLU Other
          - type: csqa_mc
            value: 82.3
            name: CSQA MC
          - type: piqa_mc
            value: 85.6
            name: PIQA MC
          - type: socialiqa_mc
            value: 83.9
            name: SocialIQA MC
          - type: coqa_gen2mc_mc
            value: 96.4
            name: CoQA Gen2MC MC
          - type: drop_gen2mc_mc
            value: 87.2
            name: DROP Gen2MC MC
          - type: jeopardy_gen2mc_mc
            value: 92.3
            name: Jeopardy Gen2MC MC
          - type: naturalqs_gen2mc_mc
            value: 78
            name: NaturalQs Gen2MC MC
          - type: squad_gen2mc_mc
            value: 98.2
            name: SQuAD Gen2MC MC
          - type: olmo_3_eval_mc_non_stem
            value: 85.6
            name: Olmo 3-Eval MC_Non-STEM
          - type: hellaswag_rc
            value: 84.8
            name: HellaSwag RC
          - type: winogrande_rc
            value: 90.3
            name: Winogrande RC
          - type: lambada
            value: 75.7
            name: Lambada
          - type: basic_skills
            value: 93.5
            name: Basic Skills
          - type: drop
            value: 81
            name: DROP
          - type: jeopardy
            value: 75.3
            name: Jeopardy
          - type: naturalqs
            value: 48.7
            name: NaturalQs
          - type: squad
            value: 94.5
            name: SQuAD
          - type: coqa
            value: 74.1
            name: CoQA
          - type: olmo_3_eval_genqa
            value: 79.8
            name: Olmo 3-Eval GenQA
          - type: bbh
            value: 77.6
            name: BBH
          - type: mmlu_pro_mc
            value: 49.6
            name: MMLU Pro MC
          - type: deepmind_math
            value: 30.1
            name: Deepmind Math
          - type: lbpp
            value: 21.7
            name: LBPP
        source:
          url: https://huggingface.co/allenai/Olmo-3-1125-32B
          name: Model README

IonizedLeaf/Olmo-3-1125-32B-Q8_0-GGUF

This model was converted to GGUF format from allenai/Olmo-3-1125-32B 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 IonizedLeaf/Olmo-3-1125-32B-Q8_0-GGUF --hf-file olmo-3-1125-32b-q8_0.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo IonizedLeaf/Olmo-3-1125-32B-Q8_0-GGUF --hf-file olmo-3-1125-32b-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 IonizedLeaf/Olmo-3-1125-32B-Q8_0-GGUF --hf-file olmo-3-1125-32b-q8_0.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo IonizedLeaf/Olmo-3-1125-32B-Q8_0-GGUF --hf-file olmo-3-1125-32b-q8_0.gguf -c 2048