mradermacher/Neuron-46x4B-Instruct-GGUF overview

---

base_model: Neura-Tech-AI/Neuron-46x4B

language:

• en
• zh
• hi
• ar
• ja
• ko
• fr
• de
• es
• pt
• it
• ru
• tr
• vi
• th
• id
• ms
• bn
• ur
• ta
• te
• mr
• gu
• pa
• fa

library_name: transformers

license: apache-2.0

mradermacher:

readme_rev: 1

quantized_by: mradermacher

tags:

• Neuron-46x4B-Instruct
• Neura Tech AI

---

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/Neura-Tech-AI/Neuron-46x4B

<!-- provided-files -->

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

weighted/imatrix quants are available at https://huggingface.co/mradermacher/Neuron-46x4B-Instruct-i1-GGUF

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 | 45.6 | |

| GGUF | Q3_K_S | 54.0 | |

| GGUF | Q3_K_M | 59.8 | lower quality |

| GGUF | Q3_K_L | 64.8 | |

| GGUF | IQ4_XS | 67.4 | |

| GGUF | Q4_K_S | 71.1 | fast, recommended |

| GGUF | Q4_K_M | 75.9 | fast, recommended |

| GGUF | Q5_K_S | 86.2 | |

| GGUF | Q5_K_M | 88.9 | |

| PART 1 PART 2 PART 3 | Q6_K | 102.7 | very good quality |

| PART 1 PART 2 PART 3 | Q8_0 | 133.0 | fast, best quality |

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 -->