DreadPoor/Aspire-8B-model_stock is an 8 billion parameter language model created by DreadPoor, merged using the Model Stock method. This model integrates multiple Llama-3.1-8B variants and LoRAs, including those focused on uncensored responses, roleplay, and specialized knowledge in biology, physics, and medicine. It is designed to combine diverse capabilities from its constituent models, offering a broad range of applications.
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Model Overview
DreadPoor/Aspire-8B-model_stock is an 8 billion parameter language model developed by DreadPoor, created through a merge of several pre-trained models using the Model Stock method. This approach combines the strengths of multiple Llama-3.1-8B base models and their associated LoRAs, aiming to produce a versatile and capable model.
Key Merge Details
The model was constructed using Sao10K/L3-8B-Stheno-v3.2 + grimjim/Llama-3-Instruct-abliteration-LoRA-8B as its base. The merge incorporates a diverse set of models and LoRAs, including:
- Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2 with kloodia/lora-8b-bio
- ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.1 with Blackroot/Llama-3-8B-Abomination-LORA
- arcee-ai/Llama-3.1-SuperNova-Lite with grimjim/Llama-3-Instruct-abliteration-LoRA-8B
- mlabonne/Hermes-3-Llama-3.1-8B-lorablated with kloodia/lora-8b-physic
- aifeifei798/DarkIdol-Llama-3.1-8B-Instruct-1.2-Uncensored with kloodia/lora-8b-medic
This combination suggests an intent to blend capabilities across areas such as uncensored content generation, role-playing, and specialized knowledge in biology, physics, and medicine.
Performance Benchmarks
Evaluated on the Open LLM Leaderboard, DreadPoor/Aspire-8B-model_stock achieved an average score of 28.28. Specific metric scores include:
- IFEval (0-Shot): 71.41
- BBH (3-Shot): 32.53
- MATH Lvl 5 (4-Shot): 12.99
- MMLU-PRO (5-shot): 30.70
Detailed results are available on the Open LLM Leaderboard and its specific details page.