Rei V2 12B is an open-source language model by Delta-Vector. Features: 12b LLM, VRAM: 24.5GB, Context: 128K, Instruction-Based, LLM Explorer Score: 0.18.
Base model:finetune:neweden/mi... Base model:neweden/mistralai-n... Claude Conversational Dataset:anthracite-org/kalo-op... Dataset:anthracite-org/kalo mi... Dataset:anthracite-org/kalo op... Dataset:anthracite-org/nopm cl... Dataset:lodrick-the-lafted/kal... Dataset:neweden/claude-instruc... Dataset:neweden/claude-instruc... Dataset:pocketdoc/dans-persona... En Endpoints compatible Finetuned Instruct Magnum Mistral Region:us Roleplay Safetensors Sharded Story-writing Tensorflow
Model Card on HF 🤗: https://huggingface.co/Delta-Vector/Rei-V2-12B
Rei V2 12B 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)
Rei V2 12B Parameters and Internals
| LLM Name | Rei V2 12B |
| Repository 🤗 | https://huggingface.co/Delta-Vector/Rei-V2-12B |
| Base Model(s) | |
| Model Size | 12b |
| Required VRAM | 24.5 GB |
| Updated | 2026-05-19 |
| Maintainer | Delta-Vector |
| Model Type | mistral |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Model Architecture | MistralForCausalLM |
| Context Length | 131072 |
| Model Max Length | 131072 |
| Transformers Version | 4.49.0 |
| Tokenizer Class | PreTrainedTokenizer |
| Padding Token | <pad> |
| Vocabulary Size | 131072 |
| Torch Data Type | bfloat16 |
Best Alternatives to Rei V2 12B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| SauerkrautLM Nemo 12B Instruct | 1000K / 24.5 GB | 9812 | 22 |
| ...r Nemo 12B Instruct R 21 09 24 | 1000K / 24.5 GB | 1789 | 139 |
| Impish Nemo 12B | 1000K / 24.5 GB | 1563 | 84 |
| MN Slush | 1000K / 24.5 GB | 181 | 32 |
| ChatWaifu V1.4 | 1000K / 24.5 GB | 335 | 20 |
| Magnum V4 12B | 1000K / 24.5 GB | 432 | 50 |
| ChatWaifu 12B V2.0 | 1000K / 24.5 GB | 175 | 22 |
| Kinggaroo 12B V2 | 1000K / 23.8 GB | 18 | 4 |
| Mistral Nemo Bophades 12B | 1000K / 24.5 GB | 35 | 9 |
| Mistral Nemo Wissenschaft 12B | 1000K / 24.5 GB | 22 | 8 |
Note: green Score (e.g. "73.2") means that the model is better than Delta-Vector/Rei-V2-12B .
Rank the Rei V2 12B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a