Upload InternVL2-2B Category LoRAs (global_lora_5)

README.md

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+---
+base_model: OpenGVLab/InternVL2-2B
+library_name: peft
+pipeline_tag: image-text-to-text
+tags:
+- lora
+- internvl2
+- vision-language
+- android-control
+license: apache-2.0
+---
+
+# InternVL2-2B LoRAs for Android Control Categories
+
+This repository contains LoRA adapters for InternVL2-2B trained on different Android UI control task categories.
+
+## Available Categories
+
+| Category | Subdirectory |
+|----------|-------------|
+| Shopping | `shopping/` |
+| Traveling | `traveling/` |
+| Office | `office/` |
+| Lives | `lives/` |
+| Entertainment | `entertainment/` |
+
+## Model Details
+
+- **Base Model**: [OpenGVLab/InternVL2-2B](https://huggingface.co/OpenGVLab/InternVL2-2B)
+- **LoRA Rank**: 8
+- **LoRA Alpha**: 32
+- **Training Rounds**: 5 (global_lora_5)
+
+## Usage
+
+```python
+from transformers import AutoModel
+from peft import PeftModel
+
+base_model = AutoModel.from_pretrained("OpenGVLab/InternVL2-2B", trust_remote_code=True)
+
+# Load specific category LoRA
+category = "shopping"  # or: traveling, office, lives, entertainment
+model = PeftModel.from_pretrained(base_model, "bmh201708/internvl2-2b-lora-categories", subfolder=category)
+```
+
+## License
+
+Apache 2.0

entertainment/adapter_config.json

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+{
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+  "base_model_name_or_path": "/home/hmpiao/hmpiao/InternVL2-2B-ModelScope/OpenGVLab/InternVL2-2B",
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": null,
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 32,
+  "lora_bias": false,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": [],
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 8,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": "^(language_model|mlp1)(?!.*(lm_head|output|emb|wte|shared)).*",
+  "target_parameters": null,
+  "task_type": "CAUSAL_LM",
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}

entertainment/adapter_model.safetensors

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entertainment/additional_config.json

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lives/adapter_config.json

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+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "/home/hmpiao/hmpiao/InternVL2-2B-ModelScope/OpenGVLab/InternVL2-2B",
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": null,
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 32,
+  "lora_bias": false,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": [],
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 8,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": "^(language_model|mlp1)(?!.*(lm_head|output|emb|wte|shared)).*",
+  "target_parameters": null,
+  "task_type": "CAUSAL_LM",
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}

lives/adapter_model.safetensors

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lives/additional_config.json

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office/adapter_config.json

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+{
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+  "base_model_name_or_path": "/home/hmpiao/hmpiao/InternVL2-2B-ModelScope/OpenGVLab/InternVL2-2B",
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
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+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
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+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 32,
+  "lora_bias": false,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": [],
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 8,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": "^(language_model|mlp1)(?!.*(lm_head|output|emb|wte|shared)).*",
+  "target_parameters": null,
+  "task_type": "CAUSAL_LM",
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
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office/adapter_model.safetensors

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office/additional_config.json

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shopping/adapter_config.json

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+{
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+  "auto_mapping": null,
+  "base_model_name_or_path": "/home/hmpiao/hmpiao/InternVL2-2B-ModelScope/OpenGVLab/InternVL2-2B",
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": null,
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+  "inference_mode": true,
+  "init_lora_weights": true,
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+  "loftq_config": {},
+  "lora_alpha": 32,
+  "lora_bias": false,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": [],
+  "peft_type": "LORA",
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+  "r": 8,
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+  "task_type": "CAUSAL_LM",
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+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}

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traveling/adapter_config.json

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+  "base_model_name_or_path": "/home/hmpiao/hmpiao/InternVL2-2B-ModelScope/OpenGVLab/InternVL2-2B",
+  "bias": "none",
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+  "lora_alpha": 32,
+  "lora_bias": false,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": [],
+  "peft_type": "LORA",
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+  "use_rslora": false
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