Instructions to use Jnx03/kanitakorn-260614-mnemo2c-mnemo2c-best180-v9target-final with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use Jnx03/kanitakorn-260614-mnemo2c-mnemo2c-best180-v9target-final with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("mistralai/Mistral-Nemo-Instruct-2407") model = PeftModel.from_pretrained(base_model, "Jnx03/kanitakorn-260614-mnemo2c-mnemo2c-best180-v9target-final") - Notebooks
- Google Colab
- Kaggle
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Download README.md from Jnx03/kanitakorn-260614-mnemo2c-mnemo2c-best180-v9target-final: direct link, hf CLI and curl.
- Browser
- Download file 1.29 kB
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https://huggingface.co/Jnx03/kanitakorn-260614-mnemo2c-mnemo2c-best180-v9target-final/resolve/main/README.md
- Command line
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hf download hf://Jnx03/kanitakorn-260614-mnemo2c-mnemo2c-best180-v9target-final/README.md
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curl -L -o README.md https://huggingface.co/Jnx03/kanitakorn-260614-mnemo2c-mnemo2c-best180-v9target-final/resolve/main/README.md
1.29 kB
| library_name: peft | |
| base_model: mistralai/Mistral-Nemo-Instruct-2407 | |
| license: apache-2.0 | |
| tags: | |
| - thai | |
| - kanitakorn | |
| - single-model | |
| - greedy-eval | |
| language: | |
| - th | |
| - en | |
| # Jnx03/kanitakorn-260614-mnemo2c-mnemo2c-best180-v9target-final | |
| Kanitakorn 2026-06-13 campaign artifact. | |
| - Base: `mistralai/Mistral-Nemo-Instruct-2407` | |
| - Version: `mnemo2c-best180-v9target-final` | |
| - Method: `sft-lora` | |
| - Final-claim policy: one model, no BoN, no self-consistency, no ensemble, no model routing. | |
| - Date: 2026-06-13 | |
| ## Scores | |
| | Benchmark | Score | Target | Status | | |
| |---|---:|---:|---| | |
| | aime24_th | pending | >15.0 | pending | | |
| | aime24 | pending | >25.0 | pending | | |
| | math500_th | pending | >56.0 | pending | | |
| | math500 | pending | >82.0 | pending | | |
| | livecodebench_th | pending | >35.0 | pending | | |
| | livecodebench | pending | >60.0 | pending | | |
| | openthaieval | pending | >80.0 | pending | | |
| | hotpotqa_th_en | pending | >46.0 | pending | | |
| | instruction_following_th_en | pending | >57.0 | pending | | |
| | mt_bench_th_en | pending | >85.0 | pending | | |
| | thaiexam | pending | >70.0 | pending | | |
| | ifeval_th | pending | >82.0 | pending | | |
| ## Notes | |
| Automatic checkpoint publish from runs/nonqwen-mistralnemo-v2c-continue-best180-v9target-r32-lr8e7-120/final. Single-model artifact; no BoN/self-consistency. | |