Instructions to use dementor-research/sft_chatbot_arena_gpt-oss-20b_as_nemotron-nano-30b-a3b_seed2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use dementor-research/sft_chatbot_arena_gpt-oss-20b_as_nemotron-nano-30b-a3b_seed2 with PEFT:
Base model is not found.
- Notebooks
- Google Colab
- Kaggle
Upload sft_chatbot_arena_gpt-oss-20b_as_nemotron-nano-30b-a3b_seed2 adapter from dementor matrix
Browse files- README.md +30 -0
- adapter_config.json +31 -0
- adapter_model.safetensors +3 -0
- checkpoint_complete +0 -0
- dementor_tinker_export.json +6 -0
README.md
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---
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base_model: openai/gpt-oss-20b
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library_name: peft
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tags:
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- lora
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- sft
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- dementor-research
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---
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# sft_chatbot_arena_gpt-oss-20b_as_nemotron-nano-30b-a3b_seed2
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LoRA adapter trained via [Tinker](https://thinkingmachines.ai/tinker/) as part of the
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**dementor** intervention-ladder fingerprint persistence study (AAAI 2026 conference).
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- **Base model:** `openai/gpt-oss-20b`
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- **Training stage:** SFT (LoRA rank 32, target_modules=all-linear)
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- **Alias:** `sft_chatbot_arena_gpt-oss-20b_as_nemotron-nano-30b-a3b_seed2`
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## Usage
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```python
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from peft import PeftModel
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from transformers import AutoModelForCausalLM, AutoTokenizer
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base = AutoModelForCausalLM.from_pretrained("openai/gpt-oss-20b")
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tok = AutoTokenizer.from_pretrained("openai/gpt-oss-20b")
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model = PeftModel.from_pretrained(base, "ethantsliu/sft_chatbot_arena_gpt-oss-20b_as_nemotron-nano-30b-a3b_seed2")
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```
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Part of the dementor matrix: 4 source models × 3 cross-targets × 3 train datasets × 3 seeds × 2 stages = 216 adapters.
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": null,
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"bias": "none",
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"corda_config": null,
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"eva_config": null,
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"exclude_modules": null,
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"fan_in_fan_out": false,
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"inference_mode": false,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 32,
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"lora_bias": false,
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"lora_dropout": 0,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 32,
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"rank_pattern": {},
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"revision": null,
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"target_modules": "all-linear",
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"task_type": "CAUSAL_LM",
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"trainable_token_indices": null,
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"use_dora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:7d050d44db2dd1a9069c6f1ce752bf4c58223d215eb4c7ad4ae16551ee30b86f
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size 965742648
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checkpoint_complete
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File without changes
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dementor_tinker_export.json
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{
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"base_model": "openai/gpt-oss-20b",
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"format": "peft",
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"output_dir": "/Users/EthanLiu/Documents/Programming/dementor/data/adapters/peft/sft_chatbot_arena_gpt-oss-20b_as_nemotron-nano-30b-a3b_seed2",
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"tinker_path": "tinker://22d13d90-38fa-503c-870f-814bbb5f4eef:train:0/sampler_weights/sft_chatbot_arena_gpt-oss-20b_as_nemotron-nano-30b-a3b_seed2_20260526225835"
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}
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