What are the hardware requirements for PathJev P?

PathJev P requires approximately 0.2 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed PathJev P and how large is it?

PathJev P is developed by Cristiandieti, a model with 4b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate PathJev P?

PathJev P is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

PathJev P by Cristiandieti — VRAM 0.2GB

Name: PathJev P
Author: Cristiandieti

PathJev P is an open-source language model by Cristiandieti. Features: 4b LLM, VRAM: 0.2GB, License: other.

Arxiv:2610.32478 Adapter Base model:adapter:google/medg... Base model:google/medgemma-1.5... Calibration Decision-model Finetuned Histopathology Image-text-to-text Lora Medgemma Medical-imaging Pathology Peft Region:us Safetensors System-one

Model Card on HF 🤗: https://huggingface.co/Cristiandieti/PathJev-P

PathJev P Parameters and Internals

LLM Name	PathJev P
Repository 🤗	https://huggingface.co/Cristiandieti/PathJev-P
Base Model(s)	google/medgemma-1.5-4b-it google/medgemma-1.5-4b-it
Model Size	4b
Required VRAM	0.2 GB
Updated	2026-10-27
Maintainer	Cristiandieti
Model Files	0.2 GB 0.0 GB
Model Architecture	Adapter
License	other
Is Biased	none
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	q_proj\|down_proj\|v_proj\|up_proj\|k_proj\|o_proj\|fc2\|out_proj\|gate_proj\|fc1
LoRA Alpha	16
LoRA Dropout	0.05
R Param	16

Rank the PathJev P capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

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Qwen Las V0.1	0K / 0 GB	6	0
Visual Jev 4B Answer Sft	0K / 0.1 GB	466	2
Diogenes 4B	0K / 0.1 GB	48	2
...5 4B Iranian Legal Lora Epoch3	0K / 0.1 GB	21	0
OPSD LoRA Qwen3 4B	0K / 0.3 GB	11	1
Medgemma Cxr Openi Adapter	0K / 0 GB	21	1
Medjev 4B Lora	0K / 0.1 GB	41	2
...5 4B Iranian Legal Lora Epoch2	0K / 0.1 GB	13	0
...Anomaly Reporter Qwen3 4B Lora	0K / 0.1 GB	15	1

Note: green Score (e.g. "73.2") means that the model is better than Cristiandieti/PathJev-P.