Deploy CollabHaven AI Enhanced v1.0 - Serverless Ready

README.md

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+---
+license: apache-2.0
+base_model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
+tags:
+- music
+- collaboration
+- ai-assistant
+- collabhaven
+- audius
+- peft
+- lora
+- conversational
+library_name: transformers
+pipeline_tag: text-generation
+---
+
+# CollabHaven AI Enhanced v1.0
+
+## Model Description
+
+CollabHaven AI Enhanced is a specialized language model fine-tuned for music collaboration, creative assistance, and community interaction on the CollabHaven platform. Built on TinyLlama-1.1B-Chat with LoRA adapters, this model understands CollabHaven's ecosystem, Audius integration, and provides comprehensive music creation support.
+
+## Key Features
+
+🎵 **Music Creation Assistance**
+- Lyric writing and song structure guidance
+- Chord progression suggestions  
+- Melody composition support
+- Beat and rhythm recommendations
+- Mixing and mastering advice
+- Sound design tips
+- Music marketing strategies
+- Artist bio creation
+
+🤝 **CollabHaven Platform Integration**
+- Deep understanding of CollabHaven's collaborative features
+- Audius platform relationship awareness
+- Community guidelines and culture knowledge
+- Project creation and collaboration workflows
+- Real-time collaboration support
+
+🎯 **Specialized Knowledge**
+- CollabHaven official website: https://collabhvn.com
+- Audius profile: https://audius.co/collabhavenr
+- AI Studio tools and capabilities
+- Music industry best practices
+- Creative workflow optimization
+
+## Technical Specifications
+
+- **Base Model**: TinyLlama/TinyLlama-1.1B-Chat-v1.0
+- **Fine-tuning Method**: LoRA (Low-Rank Adaptation)
+- **Training Dataset**: 200 enhanced examples (185 general + 15 CollabHaven-specific)
+- **Training Steps**: 150
+- **Max Length**: 512 tokens
+- **Model Size**: ~1.1B parameters + LoRA adapters
+
+## Usage
+
+```python
+from transformers import AutoTokenizer, AutoModelForCausalLM
+from peft import PeftModel
+
+# Load the model
+base_model = AutoModelForCausalLM.from_pretrained("TinyLlama/TinyLlama-1.1B-Chat-v1.0")
+model = PeftModel.from_pretrained(base_model, "collabhaven/collabhaven-ai-enhanced")
+tokenizer = AutoTokenizer.from_pretrained("collabhaven/collabhaven-ai-enhanced")
+
+# Generate response
+prompt = "What is CollabHaven and how can it help with music collaboration?"
+inputs = tokenizer(prompt, return_tensors="pt")
+outputs = model.generate(**inputs, max_length=200, temperature=0.7)
+response = tokenizer.decode(outputs[0], skip_special_tokens=True)
+print(response)
+```
+
+## Deployment
+
+This model is optimized for serverless deployment and can be easily integrated into:
+- Supabase Edge Functions
+- Vercel Edge Runtime
+- AWS Lambda
+- Azure Functions
+- Google Cloud Functions
+
+## Training Details
+
+The model was fine-tuned with comprehensive CollabHaven knowledge including:
+- Platform functionality and features
+- Music creation workflows
+- Community culture and guidelines
+- Audius integration details
+- AI Studio tool capabilities
+- Collaboration best practices
+
+## Performance
+
+✅ **CollabHaven Knowledge**: Comprehensive understanding
+✅ **Music Creation**: Advanced assistance capabilities  
+✅ **Collaboration**: Expert guidance and workflows
+✅ **Community**: Culture-aware responses
+✅ **Technical**: Optimized for production use
+
+## License
+
+Apache 2.0
+
+## Contact
+
+For questions about CollabHaven AI:
+- Website: https://collabhvn.com
+- Audius: https://audius.co/collabhavenr
+
+---
+
+*This model is specifically designed for the CollabHaven music collaboration platform and its community.*

adapter_config.json

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+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "TinyLlama/TinyLlama-1.1B-Chat-v1.0",
+  "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": 24,
+  "lora_bias": false,
+  "lora_dropout": 0.1,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 12,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "q_proj",
+    "v_proj",
+    "k_proj",
+    "o_proj"
+  ],
+  "task_type": "CAUSAL_LM",
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_rslora": false
+}

adapter_model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:7c5abda6bd50ba63928da6c88a18d3bc5b5785e86113fddf24e4d134ea68d369
+size 13540184

chat_template.jinja

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+{% for message in messages %}
+{% if message['role'] == 'user' %}
+{{ '<|user|>
+' + message['content'] + eos_token }}
+{% elif message['role'] == 'system' %}
+{{ '<|system|>
+' + message['content'] + eos_token }}
+{% elif message['role'] == 'assistant' %}
+{{ '<|assistant|>
+'  + message['content'] + eos_token }}
+{% endif %}
+{% if loop.last and add_generation_prompt %}
+{{ '<|assistant|>' }}
+{% endif %}
+{% endfor %}

special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

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+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "add_prefix_space": null,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "extra_special_tokens": {},
+  "legacy": false,
+  "model_max_length": 2048,
+  "pad_token": "</s>",
+  "padding_side": "right",
+  "sp_model_kwargs": {},
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}

training_args.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:68f64f95b655abf5200a0fb149ec99e8b0cf30a53b0efdca20187329e75fb8fd
+size 5713