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Model: premrajreddy/Home-TinyLlama-1.1B-HomeAssist-GGUF Source: Original Platform
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README.md
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README.md
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---
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language: en
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license: apache-2.0
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tags:
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- home-assistant
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- voice-assistant
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- automation
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- assistant
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- home
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pipeline_tag: text-generation
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datasets:
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- acon96/Home-Assistant-Requests
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base_model:
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- TinyLlama/TinyLlama-1.1B-Chat-v1.0
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base_model_relation: finetune
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---
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# 🏠 TinyLLaMA-1.1B Home Assistant Voice Model
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This model is a **fine-tuned version** of [TinyLlama/TinyLlama-1.1B-Chat-v1.0](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0), trained with [acon96/Home-Assistant-Requests](https://huggingface.co/datasets/acon96/Home-Assistant-Requests).
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It is designed to act as a **voice-controlled smart home assistant** that takes natural language instructions and outputs **Home Assistant commands**.
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---
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## ✨ Features
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- Converts **natural language voice commands** into Home Assistant automation calls.
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- Produces **friendly confirmations** and **structured JSON service commands**.
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- Lightweight (1.1B parameters) – runs efficiently on CPUs, GPUs, and via **Ollama** with quantization.
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---
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## 🔧 Example Usage (Transformers)
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```python
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from transformers import AutoModelForCausalLM, AutoTokenizer
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tokenizer = AutoTokenizer.from_pretrained("premrajreddy/tinyllama-1.1b-home-llm")
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model = AutoModelForCausalLM.from_pretrained("premrajreddy/tinyllama-1.1b-home-llm")
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query = "turn on the kitchen lights"
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inputs = tokenizer(query, return_tensors="pt")
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outputs = model.generate(**inputs, max_new_tokens=80)
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print(tokenizer.decode(outputs[0], skip_special_tokens=True))
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chat_template.jinja
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chat_template.jinja
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{% for message in messages %}
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{% if message['role'] == 'user' %}
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{{ '<|user|>
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' + message['content'] + eos_token }}
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{% elif message['role'] == 'system' %}
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{{ '<|system|>
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' + message['content'] + eos_token }}
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{% elif message['role'] == 'assistant' %}
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{{ '<|assistant|>
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' + message['content'] + eos_token }}
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{% endif %}
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{% if loop.last and add_generation_prompt %}
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{{ '<|assistant|>' }}
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{% endif %}
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{% endfor %}
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config.json
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config.json
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{
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"head_dim": 64,
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"hidden_act": "silu",
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"hidden_size": 2048,
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"initializer_range": 0.02,
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"intermediate_size": 5632,
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"max_position_embeddings": 2048,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 22,
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"num_key_value_heads": 4,
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"pretraining_tp": 1,
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"rope_theta": 10000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "float16",
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"transformers_version": "4.55.0",
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"use_cache": true,
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"vocab_size": 32000
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}
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generation_config.json
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generation_config.json
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}
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model.safetensors
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special_tokens_map.json
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special_tokens_map.json
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