alt.freeweights.minicpm / MiniCPM-V-4.6-4bit

From:

mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.minicpmSubject:

MiniCPM-V-4.6-4bit

Date: 2026-11-15Commit: 86cd463Signed: 2DC28CC7B26A283B ✓

Image text to text model with 1.3B parameters. Safetensors weights, 2.18 GB in all. Published by mlx-community under Apache-2.0.

1.3B params

2.18GBMiniCPM-V-4.6-4bitsafetensorspermissive

FactsParams1.3BSize2.18 GBFormatssafetensorsTaskimage text to textLicenseApache-2.0From sourcepermissive

$ fw get mlx-community/MiniCPM-V-4.6-4bit
# manifest sha256 2814ade1535d… · 2.18 GB · 11 files
$ fw verify ./MiniCPM-V-4.6-4bit mlx-community/MiniCPM-V-4.6-4bit

From sourceHosted (signed)mlx-community/MiniCPM-V-4.6-4bitLast check: 2026-11-15 05:17 UTC

Run at home Get help

Get help: custom fine-tune or private deploy. We review your setup before we quote.

Quantized of MiniCPM-V-4.6.

Works with

Run23 Fine-tune29 Convert15 Evaluate13 Scan13 Apps62

Runs with

Ranked by fit to this model (safetensors), then by GitHub stars.

vLLM exo Text Generation WebUI

SGLang MLC LLM KTransformers LMCache Xinference LMDeploy mistral.rs Mooncake FlashInfer

Show all 23

AIBrix fastllm ExLlamaV3

Transformers LocalAI tinygrad Triton Inference Server BentoML CTranslate2 ExLlamaV2 LitServe

Convert with

mergekit TensorRT Model Optimizer

LLM Compressor Neural Compressor AutoRound AQLM GPTQModel ONNX Core ML Tools ExecuTorch

Show all 15

Evaluate with

Opik DeepEval Ragas lm-evaluation-harness OpenCompass SWE-bench

simple-evals TruLens HELM

LightEval

Evaluate Weave

Show all 13

Autoevals

Scan with

promptfoo garak Guardrails NeMo Guardrails Giskard DeepTeam AI Fairness 360 Fairlearn Detoxify MCP Scanner AgentDojo ModelScan

Show all 13

picklescan

Overview Model card Files Use it License Provenance Model tree

Overview

Size: 2.18 GB
Weights: 2.16 GB (safetensors)
Parameters: 1.3B
Formats: safetensors
Task: image text to text
License: Apache-2.0 (permissive)
Files: 11, each with a sha256
Publisher: mlx-community
Added: 2026-11-15
Section: alt.freeweights.minicpm

Lineage

Original release from the publisher.

Base model: openbmb/MiniCPM-V-4.6

Where these bytes come from

Publisher at the pinned commit→You

Sources are tried in order. A file counts only when its size and sha256 match the manifest. Sources are checked when you ask for them, not on a timer.

Sources

Badge	Host	Last check	Result
From source	huggingface.co	2026-11-15 05:17 UTC	passed

Model card

From the publisher at commit 86cd463. Shown as plain text with links; images open at the publisher.

mlx-community/MiniCPM-V-4.6-4bit#

This model was converted to MLX format from openbmb/MiniCPM-V-4.6 using mlx-vlm version 0.5.0. Refer to the original model card for more details on the model.

Use with mlx#

pip install -U mlx-vlm

python -m mlx_vlm.generate --model mlx-community/MiniCPM-V-4.6-4bit --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>

Files

11 files · 2.18 GBWeights 2.16 GB (safetensors). Sizes and sha256 from the signed manifest.

Hide all 11 files with their sha256

File	Size	sha256
.gitattributes	1.57 KB	34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md	691 B	b32b17d725a9606708d0497cfd1f731fe175292025fa1de9a73506bf0a8a59a3
chat_template.jinja	7.30 KB	dfe1fa43a3444f065406d3a2b9aa315602f5c146b80cf22e0426a6c1466d85aa
config.json	2.98 KB	a093e5e9a4fef4f0ea148ab2eb88771ab8e2f7a51f98b51b996957ad2a346184
generation_config.json	214 B	355e944b910ce784e4c561d67b8e7fee9c6c89385cc790e5a6affb7747b1f118
model.safetensors	2.16 GB	6094d4b541976ef23ff5361496f8bea5f206a7d5b6e55e77d37989c1f9714d51
model.safetensors.index.json	81.4 KB	d85dc6128128e87d1c403f32cf794c0c8b6890e065948e9cf40e0aba9d9c6740
preprocessor_config.json	315 B	eb7cd430865c06eeaad22fcd28c6c606ce26b6fd54d3d6d0e99370779b3197a5
processor_config.json	860 B	f0af4649df39f738f0b15b635a1ae79c73acdbcfd40ac1c4c1d94eb8cb0eadac
tokenizer.json	20.0 MB	83fd10d1ff5d0bf7bd4e0dea788bcee2e9f56a29cb341f9b0ec352e5d8e1ece3
tokenizer_config.json	1.20 KB	728c139b61bc7cfa803876e67ce03de80a0b8c57c78c271f6003ee4e7e116ed2

VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.

Upstream commit	Date	Contents
86cd463d33 pinned now	2026-11-15 05:17 UTC	11 files · 2.18 GB

Use it

$ fw get mlx-community/MiniCPM-V-4.6-4bit
# manifest sha256 2814ade1535d… · 2.18 GB · 11 files
$ fw verify ./MiniCPM-V-4.6-4bit mlx-community/MiniCPM-V-4.6-4bit

fw.pyChecks the signature and every sha256, tries each source in order, resumes.

$ python3 fw.py get https://freeweights.allternit.com/manifests/mlx-community/MiniCPM-V-4.6-4bit.json --dir ./MiniCPM-V-4.6-4bit
$ python3 fw.py verify ./MiniCPM-V-4.6-4bit ./mlx-community__MiniCPM-V-4.6-4bit.json

hfThe Hugging Face CLI with one setting. Same repo id.

$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/MiniCPM-V-4.6-4bit --revision 86cd463d33a946e4481b77e3c10fc63121b60a19 --local-dir ./MiniCPM-V-4.6-4bit

transformersLoad the weights in Python.

import os
os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com"
from transformers import AutoModelForImageTextToText, AutoProcessor
processor = AutoProcessor.from_pretrained("mlx-community/MiniCPM-V-4.6-4bit", revision="86cd463d33a946e4481b77e3c10fc63121b60a19")
model = AutoModelForImageTextToText.from_pretrained("mlx-community/MiniCPM-V-4.6-4bit", revision="86cd463d33a946e4481b77e3c10fc63121b60a19", device_map="auto")

vLLMServe an OpenAI-compatible API.

$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve mlx-community/MiniCPM-V-4.6-4bit --revision 86cd463d33a946e4481b77e3c10fc63121b60a19

Run at home

License

Name: Apache License 2.0
Id: Apache-2.0
Class: Permissive
Redistribution: yes
Listing: Hosted (signed)
Decided: License as declared by the publisher. No person read it. 2026-11-15
Text in: README.md
Text sha256: b32b17d725a9606708d0497cfd1f731fe175292025fa1de9a73506bf0a8a59a3
Terms gate: No extra terms beyond the license.

Read the license text

Licenses are checked against the license table. A custom license passes only after a person reads it.

Provenance

From:

mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.minicpmSubject: MiniCPM-V-4.6-4bitDate: 2026-11-15Commit: 86cd463Signed: 2DC28CC7B26A283B ✓

Upstream: mlx-community/MiniCPM-V-4.6-4bit
Pinned commit: 86cd463d33a946e4481b77e3c10fc63121b60a19
Manifest: MiniCPM-V-4.6-4bit.json · .minisig
Manifest sha256: 2814ade1535d9240ce812c67bae6a7d22a15972c18a0ee716239c69a9b578bf1
Signature: minisign, Ed25519, key 2DC28CC7B26A283B
Created: 2026-11-15 05:17 UTC
Generator: freeweights-manifest/0.1.0
Takedowns: None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mlx-community/MiniCPM-V-4.6-4bit.json
$ curl -O https://freeweights.allternit.com/manifests/mlx-community/MiniCPM-V-4.6-4bit.json.minisig
$ minisign -Vm MiniCPM-V-4.6-4bit.json -P RWQ7KGqyx4zCLXtUFOqvfv8L3g+8fpKJ1FsuxPyOYMF+4KufbUxKq1Oq
$ shasum -a 256 <file>   # compare with the Files tab

A manifest whose signature fails must be rejected. A file whose size or sha256 does not match must be discarded. Verify a download

Model tree

Parent

openbmb/MiniCPM-V-4.6 · this model is a quantization of it

No model in the catalog names this one as its parent.

Get it

Download

$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/MiniCPM-V-4.6-4bit

Open in Freeweights Studio

Pull, verify and run it in the Allternit app on Desktop, web or phone.

Signed manifest

minisign, key 2DC28CC7B26A283B. MiniCPM-V-4.6-4bit.json. Provenance. Takedown history: none.

Source

huggingface.co/mlx-community/MiniCPM-V-4.6-4bit

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MiniCPM-V-4.6-4bit

Works with

Runs with

Fine-tune with

Convert with

Evaluate with

Scan with

Works with

Overview

Model card

mlx-community/MiniCPM-V-4.6-4bit#

Use with mlx#

Files

Use it

License

Provenance

How to verify

Model tree

Related models