GraySoft
Projects Models Compare Cloud benchmarks FAQ Download guIDE →
Model Intelligence Sheet

mradermacher/Maitreyi-Y1-GGUF overview

About < quantize version: 2 < output tensor quantised: 1 < convert type: hf < vocab type: < tags: < quants: x f16 Q4 K S Q2 K Q8 0 Q6 K Q3 K M Q3 K S Q3 K L Q4…

transformersggufsovereign-aiindian-law-enforcementbnsbnssbsalorapeftsftdomain-adaptededge-inferencevinkuramaitreyipoliceindiaenhibase_model:VinkuraAI/Maitreyi-Y1base_model:adapter:VinkuraAI/Maitreyi-Y1license:apache-2.0endpoints_compatibleregion:usconversational

Runs locally from ~645.0 MB disk (4 GB VRAM class GPUs with llama.cpp / guIDE).

Downloads
0
Likes
0
Pipeline

Repository Files & Downloads

12 GGUF files detected
Direct downloads for local inference
FileTypeQuantizationSizeLink
Maitreyi-Y1.IQ4_XS.ggufGGUFGGUF860.4 MBDownload
Maitreyi-Y1.Q2_K.ggufGGUFGGUF645.0 MBDownload
Maitreyi-Y1.Q3_K_L.ggufGGUFGGUF839.4 MBDownload
Maitreyi-Y1.Q3_K_M.ggufGGUFGGUF786.0 MBDownload
Maitreyi-Y1.Q3_K_S.ggufGGUFGGUF725.7 MBDownload
Maitreyi-Y1.Q4_K_M.ggufGGUFGGUF940.4 MBDownload
Maitreyi-Y1.Q4_K_S.ggufGGUFGGUF896.8 MBDownload
Maitreyi-Y1.Q5_K_M.ggufGGUFGGUF1.05 GBDownload
Maitreyi-Y1.Q5_K_S.ggufGGUFGGUF1.02 GBDownload
Maitreyi-Y1.Q6_K.ggufGGUFGGUF1.19 GBDownload
Maitreyi-Y1.Q8_0.ggufGGUFGGUF1.53 GBDownload
Maitreyi-Y1.f16.ggufGGUFGGUF2.88 GBDownload

Model Details

Model IDmradermacher/Maitreyi-Y1-GGUF
Authormradermacher
Pipeline
Licenseapache-2.0
Base modelVinkuraAI/Maitreyi-Y1
Last modified2026-07-14T14:33:22.000Z

Model README

---

base_model: VinkuraAI/Maitreyi-Y1

language:

  • en
  • hi

library_name: transformers

license: apache-2.0

mradermacher:

readme_rev: 1

quantized_by: mradermacher

tags:

  • sovereign-ai
  • indian-law-enforcement
  • bns
  • bnss
  • bsa
  • lora
  • peft
  • sft
  • domain-adapted
  • edge-inference
  • vinkura
  • maitreyi
  • police
  • india

---

About

<!-- ### quantize_version: 2 -->

<!-- ### output_tensor_quantised: 1 -->

<!-- ### convert_type: hf -->

<!-- ### vocab_type: -->

<!-- ### tags: -->

<!-- ### quants: x-f16 Q4_K_S Q2_K Q8_0 Q6_K Q3_K_M Q3_K_S Q3_K_L Q4_K_M Q5_K_S Q5_K_M IQ4_XS -->

<!-- ### quants_skip: -->

<!-- ### skip_mmproj: -->

static quants of https://huggingface.co/VinkuraAI/Maitreyi-Y1

<!-- provided-files -->

For a convenient overview and download list, visit our model page for this model.

weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.

Usage

If you are unsure how to use GGUF files, refer to one of [TheBloke's

READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for

more details, including on how to concatenate multi-part files.

Provided Quants

(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)

| Link | Type | Size/GB | Notes |

|:-----|:-----|--------:|:------|

| GGUF | Q2_K | 0.8 | |

| GGUF | Q3_K_S | 0.9 | |

| GGUF | Q3_K_M | 0.9 | lower quality |

| GGUF | Q3_K_L | 1.0 | |

| GGUF | IQ4_XS | 1.0 | |

| GGUF | Q4_K_S | 1.0 | fast, recommended |

| GGUF | Q4_K_M | 1.1 | fast, recommended |

| GGUF | Q5_K_S | 1.2 | |

| GGUF | Q5_K_M | 1.2 | |

| GGUF | Q6_K | 1.4 | very good quality |

| GGUF | Q8_0 | 1.7 | fast, best quality |

| GGUF | f16 | 3.2 | 16 bpw, overkill |

Here is a handy graph by ikawrakow comparing some lower-quality quant

types (lower is better):

!image.png

And here are Artefact2's thoughts on the matter:

https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

FAQ / Model Request

See https://huggingface.co/mradermacher/model_requests for some answers to

questions you might have and/or if you want some other model quantized.

Thanks

I thank my company, nethype GmbH, for letting

me use its servers and providing upgrades to my workstation to enable

this work in my free time.

<!-- end -->

Run mradermacher/Maitreyi-Y1-GGUF with guIDE

Download guIDE — the AI-native code editor with local LLM inference and 69 built-in tools.

Download guIDE → · Browse 524k+ models · Compare models

Source: Hugging Face · Compare models