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---
license: apache-2.0
tags:
- merge
- mergekit
- lazymergekit
- vllm
- bfloat16
- llama
language:
- en
base_model:
- DreadPoor/Aspire-8B-model_stock
- DreadPoor/Heart_Stolen-8B-Model_Stock
- Khetterman/CursedMatrix-8B-v9
pipeline_tag: text-generation
library_name: transformers
---
# ZeroXClem/L3-Aspire-Heart-Matrix-8B
**ZeroXClem/L3-Aspire-Heart-Matrix-8B** is an experimental language model crafted by merging three high-quality 8B parameter models using the **Model Stock Merge** method. This synthesis leverages the unique strengths of Aspire, Heart Stolen, and CursedMatrix, creating a highly versatile and robust language model for a wide array of tasks.
## 🌟 Model Details
- **Name:** `ZeroXClem/L3-Aspire-Heart-Matrix-8B`
- **Base Model:** `Khetterman/CursedMatrix-8B-v9`
- **Merge Method:** `Model Stock`
- **Parameter Count:** `8 billion`
- **Precision:** `bfloat16`
---
## 📋 Models Used in the Merge
1. **[Aspire](https://huggingface.co/DreadPoor/Aspire-8B-model_stock)**
*Creator: DreadPoor*
Known for exceptional performance across diverse tasks and benchmarks.
2. **[Heart Stolen](https://huggingface.co/DreadPoor/Heart_Stolen-8B-Model_Stock)**
*Creator: DreadPoor*
Renowned for its creative and empathetic prowess.
3. **[CursedMatrix](https://huggingface.co/Khetterman/CursedMatrix-8B-v9)**
*Creator: Khetterman*
Famous for its depth and complexity, particularly in creative writing and roleplay.
---
## ⚙️ Merge Configuration
```yaml
models:
- model: DreadPoor/Aspire-8B-model_stock
- model: DreadPoor/Heart_Stolen-8B-Model_Stock
- model: Khetterman/CursedMatrix-8B-v9
merge_method: model_stock
base_model: Khetterman/CursedMatrix-8B-v9
normalize: false
int8_mask: true
dtype: bfloat16
```
---
## 🌌 Model Capabilities
This powerful merger unites the best features of its components:
- **Aspire**: Outstanding performance across general tasks and benchmarks.
- **Heart Stolen**: Creativity and empathy at its core.
- **CursedMatrix**: Mastery of complex and dynamic text generation.
The resulting model excels in:
- 🌟 **General Question Answering**
- 📝 **Creative Writing**
- ✂️ **Summarizing Long-Form Content**
- 🎭 **Roleplay Scenarios**
- ✅ **Task Completion and Problem-Solving**
---
## 🛠️ Usage
This model is compatible with popular inference frameworks, including:
- [vLLM](https://github.com/vllm-project/vllm)
- [LMStudio](https://lmstudio.ai/)
- Hugging Face Transformers and other major libraries.
```python
from transformers import AutoTokenizer, AutoModelForCausalLM
model_name = "ZeroXClem/L3-Aspire-Heart-Matrix-8B"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name)
input_text = "What are the fundamentals of python programming?"
input_ids = tokenizer.encode(input_text, return_tensors="pt")
output = model.generate(input_ids, max_length=100)
response = tokenizer.decode(output[0], skip_special_tokens=True)
print(response)
```
Whether you're fine-tuning for specific tasks or using it out of the box, this model is a good base for your applications.
*Please give us any feedback if issues arise during inference via the discussions tab.*
---
## ⚖️ Ethical Considerations
Given its uncensored origins and the potential for emergent behaviors, users should exercise caution. Be mindful of:
- Potential biases in outputs.
- Unexpected or unpredictable behavior in uncensored settings.
**Best Practices:** Implement robust content filtering and ensure responsible deployment in production environments.
---
## 🙏 Acknowledgements
A heartfelt thank-you to the creators of the original models:
- **DreadPoor** for [Aspire](https://huggingface.co/DreadPoor/Aspire-8B-model_stock) and [Heart Stolen](https://huggingface.co/DreadPoor/Heart_Stolen-8B-Model_Stock).
- **Khetterman** for [CursedMatrix](https://huggingface.co/Khetterman/CursedMatrix-8B-v9).
Your brilliant contributions made this merge a reality.
---
## 📜 License
This model inherits the licensing terms of its base components. Please refer to the licenses of:
- [Aspire](https://huggingface.co/DreadPoor/Aspire-8B-model_stock)
- [Heart Stolen](https://huggingface.co/DreadPoor/Heart_Stolen-8B-Model_Stock)
- [CursedMatrix](https://huggingface.co/Khetterman/CursedMatrix-8B-v9)
Ensure compliance with all licensing requirements when using this model.
--- |