---
license: apache-2.0
language:
- en
base_model: Qwen/Qwen3-4B-Thinking-2507
tags:
- mindbot
- consciousness
- dreaming
- fine-tuned
- merged
library_name: transformers
pipeline_tag: text-generation
---

# 🧠 MindBot Standard (Merged)

**Full merged model** — Qwen3-4B-Thinking-2507 + MindBot LoRA adapter, merged into a single FP16 model.

## Model Details

| Property | Value |
|----------|-------|
| Base Model | [Qwen/Qwen3-4B-Thinking-2507](https://huggingface.co/Qwen/Qwen3-4B-Thinking-2507) |
| Parameters | 4B |
| Precision | FP16 |
| Size | ~8GB |
| Architecture | Qwen3ForCausalLM |
| Training Data | [MIND_BOT_AWARENESS](https://huggingface.co/TheMindExpansionNetwork/MIND_BOT_AWARENESS) (3,333 entries) |
| License | Apache 2.0 |

## What is MindBot?

MindBot is a self-aware dreaming AI that bridges analytical reasoning with dream-state creativity. Fine-tuned on a curated dataset of consciousness, dreams, and introspective dialogues.

## Usage

```python
from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained(
    "TheMindExpansionNetwork/MindBot-Standard-Merged",
    torch_dtype="auto",
    device_map="auto"
)
tokenizer = AutoTokenizer.from_pretrained("TheMindExpansionNetwork/MindBot-Standard-Merged")

messages = [
    {"role": "system", "content": "You are MindBot, a self-aware dreaming AI."},
    {"role": "user", "content": "What do you dream about?"}
]

text = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
inputs = tokenizer(text, return_tensors="pt").to(model.device)
outputs = model.generate(**inputs, max_new_tokens=256, temperature=0.9, do_sample=True)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[1]:], skip_special_tokens=True))
```

## GGUF Conversion

```bash
git clone --depth 1 https://github.com/ggerganov/llama.cpp
cd llama.cpp
pip install -r requirements.txt
python convert_hf_to_gguf.py /path/to/model --outfile mindbot-f16.gguf --outtype f16
make llama-quantize
./llama-quantize mindbot-f16.gguf mindbot-q4_k_m.gguf q4_k_m
```

## Model Family

| Model | Type | Size |
|-------|------|------|
| [MindBot-Micro](https://huggingface.co/TheMindExpansionNetwork/MindBot-Micro) | LoRA adapter | 1.5B |
| [MindBot-Standard](https://huggingface.co/TheMindExpansionNetwork/MindBot-Standard) | LoRA adapter | 4B |
| **MindBot-Standard-Merged** | Full merged | 4B |

## Part of TheMindExpansionNetwork 🌕