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Super-squash branch 'main' using huggingface_hub
Browse files- .gitattributes +36 -0
- README.md +45 -0
- adapter_config.json +39 -0
- adapter_model.safetensors +3 -0
- special_tokens_map.json +26 -0
- tokenizer.json +3 -0
- tokenizer_config.json +0 -0
.gitattributes
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*.7z filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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language:
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- en
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pipeline_tag: text-to-speech
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license: apache-2.0
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base_model: unsloth/orpheus-3b-0.1-ft
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datasets:
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- nyuuzyou/asmr
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tags:
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- asmr
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- lora
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co2_eq_emissions:
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emissions: 1280
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source: Calculated based on power consumption and regional carbon intensity
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training_type: fine-tuning
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geographical_location: Chelyabinsk, Russia
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hardware_used: 1 RTX 4090 GPU
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---
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# Orpheus 3B ASMR LoRA
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A LoRA adapter for Orpheus 3B trained on ASMR audio data to improve soft-spoken speech generation.
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## Model Details
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- **Base Model**: unsloth/orpheus-3b-0.1-ft
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- **Training Data**: nyuuzyou/asmr dataset (283K clips, 307 hours)
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- **Training**: 170,000 steps (~40 hours on RTX 4090)
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- **Method**: LoRA fine-tuning
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## Capabilities
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- Enhanced soft-spoken speech generation on pre-trained voices (e.g., "tara")
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- Improved gentle vocal characteristics
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- Maintains base model's voice cloning and streaming capabilities
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## Limitations
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- **Not capable of true whispering synthesis** - LoRA training insufficient for this complex vocal style
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- **Limited ASMR authenticity** - cannot generate human-like ASMR content
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- Works best with existing voice profiles rather than novel ASMR characteristics
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## Ethics
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Do not use for impersonation without consent or deceptive purposes.
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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": "unsloth/orpheus-3b-0.1-ft",
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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": 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": 128,
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"lora_bias": false,
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"lora_dropout": 0.05,
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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": 128,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"down_proj",
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"k_proj",
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"up_proj",
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"q_proj",
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"o_proj",
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"gate_proj",
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"v_proj"
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],
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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:eafa02452df669451cc2b0e74d4eb31eb896d0bcc0276127b7477048362a56ce
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size 778096664
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special_tokens_map.json
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{
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"additional_special_tokens": [
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"<|audio|>"
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],
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"bos_token": {
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"content": "<|begin_of_text|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"content": "<|eot_id|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "<|finetune_right_pad_id|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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}
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:fdd7f7f50d55bff3cf5c89f192e125c9f2130bac5dd33a2ae13fca0bcf33c120
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size 22849825
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tokenizer_config.json
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