Merged Model Arxiv:2403.19522 Autotrain compatible Base model:dampfinchen/ultra-i... Base model:doppelreflex/lilith... Base model:dreadpoor/irix-12b-... Base model:redrix/patricide-12... Conversational Endpoints compatible Instruct Mistral Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/pot99rta/Ultracore-Instruct-12BV2
Ultracore Instruct 12BV2 Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Ultracore Instruct 12BV2 Parameters and Internals
| LLM Name | Ultracore Instruct 12BV2 |
| Repository 🤗 | https://huggingface.co/pot99rta/Ultracore-Instruct-12BV2 |
| Base Model(s) | |
| Merged Model | Yes |
| Model Size | 12b |
| Required VRAM | 24.5 GB |
| Updated | 2025-09-04 |
| Maintainer | pot99rta |
| Model Type | mistral |
| Instruction-Based | Yes |
| Model Files | |
| Model Architecture | MistralForCausalLM |
| Context Length | 1024000 |
| Model Max Length | 1024000 |
| Transformers Version | 4.53.0 |
| Tokenizer Class | PreTrainedTokenizerFast |
| Vocabulary Size | 131075 |
| Torch Data Type | bfloat16 |
Best Alternatives to Ultracore Instruct 12BV2
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...r Nemo 12B Instruct R 21 09 24 | 1000K / 24.5 GB | 729139 | 130 |
| Impish Nemo 12B | 1000K / 24.5 GB | 1332 | 37 |
| SauerkrautLM Nemo 12B Instruct | 1000K / 24.5 GB | 47768 | 22 |
| MN Slush | 1000K / 24.5 GB | 188 | 30 |
| Moondark 12B | 1000K / 24.5 GB | 43 | 2 |
| MoonMega 12B | 1000K / 24.5 GB | 32 | 2 |
| ChatWaifu V1.4 | 1000K / 24.5 GB | 19 | 20 |
| Magnum V4 12B | 1000K / 24.5 GB | 101 | 44 |
| ChatWaifu 12B V2.0 | 1000K / 24.5 GB | 27 | 22 |
| Mistral Nemo Bophades 12B | 1000K / 24.5 GB | 17 | 9 |
Note: green Score (e.g. "73.2") means that the model is better than pot99rta/Ultracore-Instruct-12BV2 .
Rank the Ultracore Instruct 12BV2 Capabilities
🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟
What open-source LLMs or SLMs are you in search of? 51133 in total.
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124