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Browse files- README.md +16 -0
- adapter_config.json +52 -0
- adapter_model.safetensors +3 -0
README.md
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# ESI 2 Adapter
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This repository contains the `ESI 2` adapter developed for Adil's final year project on Emergency Severity Index triage classification.
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## Overview
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- Task: identify ESI level 2 presentations
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- Training data: MITC-style triage dataset used in the project workflow
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- Method: parameter-efficient fine-tuning
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- Tooling: PEFT, Unsloth, and the Hugging Face TRL trainer
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## Notes
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- This repository contains an adapter, not a standalone base model.
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- The adapter is intended to be loaded on top of the compatible base model used during training.
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- It was produced as part of the experimental model development pipeline for the dissertation project.
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adapter_config.json
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{
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"alora_invocation_tokens": null,
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"alpha_pattern": {},
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"arrow_config": null,
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"auto_mapping": {
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"base_model_class": "Gemma3ForConditionalGeneration",
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"parent_library": "transformers.models.gemma3.modeling_gemma3",
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"unsloth_fixed": true
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},
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"base_model_name_or_path": "unsloth/medgemma-4b-it-unsloth-bnb-4bit",
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"bias": "none",
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"corda_config": null,
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"ensure_weight_tying": false,
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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": true,
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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": 16,
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"lora_bias": false,
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"lora_dropout": 0.05,
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"lora_ga_config": null,
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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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"peft_version": "0.19.1",
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"qalora_group_size": 16,
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"r": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"k_proj",
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"up_proj",
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"o_proj",
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"down_proj",
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"gate_proj",
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"v_proj",
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"q_proj"
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],
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"target_parameters": null,
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"task_type": "CAUSAL_LM",
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"trainable_token_indices": null,
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"use_bdlora": null,
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"use_dora": false,
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"use_qalora": 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:c37a4178d9e7837c510dd75df6690f02e7827dd175804573ec059a0090cd01f2
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size 131252288
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