What are the hardware requirements for Paritok 4B V1?

Paritok 4B V1 requires approximately 0.3 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Paritok 4B V1 and how large is it?

Paritok 4B V1 is developed by paritok, 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 Paritok 4B V1?

Paritok 4B V1 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Paritok 4B V1 by paritok — VRAM 0.3GB

Name: Paritok 4B V1
Author: paritok

Paritok 4B V1 is an open-source language model by paritok. Features: 4b LLM, VRAM: 0.3GB, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.25.

Arxiv:2608.24188 Adapter Base model:adapter:qwen/qwen3-... Base model:qwen/qwen3-4b-instr... Claude-code Code Coding-agent Compression Conversational Cursor En Finetuned Instruct Lora Model-index Peft Region:us Safetensors Sft

Model Card on HF 🤗: https://huggingface.co/paritok/paritok-4b-v1

Paritok 4B V1 Parameters and Internals

LLM Name	Paritok 4B V1
Repository 🤗	https://huggingface.co/paritok/paritok-4b-v1
Base Model(s)	Qwen3 4B Instruct 2507 Qwen/Qwen3-4B-Instruct-2507
Model Size	4b
Required VRAM	0.3 GB
Updated	2026-09-15
Maintainer	paritok
Instruction-Based	Yes
Model Files	0.3 GB
Supported Languages	en
Model Architecture	Adapter
License	apache-2.0
Model Max Length	1010000
Is Biased	none
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	gate_proj\|o_proj\|q_proj\|k_proj\|down_proj\|v_proj\|up_proj
LoRA Alpha	64
LoRA Dropout	0
R Param	32
Errors	replace

Rank the Paritok 4B V1 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

Best Alternatives to Paritok 4B V1

Best Alternatives	Context / RAM	Downloads	Likes
...1 Clm Rag Gemma3 4B It Adapter	0K / 0.1 GB	8	1
Qwen3vl Food Lora	0K / 0.1 GB	19	1
...us 4.6 Distill Heretic Qwen3.5	0K / 0.3 GB	2389	58

Note: green Score (e.g. "73.2") means that the model is better than paritok/paritok-4b-v1.