Rei V3 KTO 12B is an open-source language model by Delta-Vector. Features: 12b LLM, VRAM: 24.5GB, Context: 128K, Fine-Tuned, Instruction-Based, Merged, LLM Explorer Score: 0.18.
| LLM Name | Rei V3 KTO 12B |
| Repository 🤗 | https://huggingface.co/Delta-Vector/Rei-V3-KTO-12B |
| Base Model(s) | |
| Merged Model | Yes |
| Model Size | 12b |
| Required VRAM | 24.5 GB |
| Updated | 2026-08-18 |
| Maintainer | Delta-Vector |
| Model Type | mistral |
| Instruction-Based | Yes |
| Model Files | |
| Model Architecture | MistralForCausalLM |
| Context Length | 131072 |
| Model Max Length | 131072 |
| Transformers Version | 4.51.0 |
| Tokenizer Class | PreTrainedTokenizer |
| Padding Token | <pad> |
| Vocabulary Size | 131072 |
| Torch Data Type | bfloat16 |
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...r Nemo 12B Instruct R 21 09 24 | 1000K / 24.5 GB | 396277 | 141 |
| Qliphoth 12B V1.1 | 1000K / 24.5 GB | 22 | 3 |
| Qliphoth 12B V1 | 1000K / 24.5 GB | 26 | 2 |
| SauerkrautLM Nemo 12B Instruct | 1000K / 24.5 GB | 1473 | 22 |
| Magnum V4 12B | 1000K / 24.5 GB | 1116 | 54 |
| MN Slush | 1000K / 24.5 GB | 181 | 32 |
| ChatWaifu V1.4 | 1000K / 24.5 GB | 335 | 20 |
| ChatWaifu 12B V2.0 | 1000K / 24.5 GB | 175 | 22 |
| Mistral Nemo Bophades 12B | 1000K / 24.5 GB | 18 | 9 |
| Mistral Nemo Wissenschaft 12B | 1000K / 24.5 GB | 22 | 8 |