What are the hardware requirements for Mcqa Initial Ft?

Mcqa Initial Ft requires approximately 2.4 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Mcqa Initial Ft and how large is it?

Mcqa Initial Ft is developed by Jukess, a model with 0.6b 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 Mcqa Initial Ft?

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

Mcqa Initial Ft by Jukess — VRAM 2.4GB, 32K context

Name: Mcqa Initial Ft
Author: Jukess

Mcqa Initial Ft is an open-source language model by Jukess. Features: 0.6b LLM, VRAM: 2.4GB, Context: 32K, License: apache-2.0, LLM Explorer Score: 0.18.

Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-0.6b-bas... Conversational Endpoints compatible Generated from trainer Qwen3 Region:us Safetensors Tensorboard

Model Card on HF 🤗: https://huggingface.co/Jukess/mcqa_initial_ft

Mcqa Initial Ft Parameters and Internals

LLM Name	Mcqa Initial Ft
Repository 🤗	https://huggingface.co/Jukess/mcqa_initial_ft
Base Model(s)	Qwen/Qwen3-0.6B-Base Qwen/Qwen3-0.6B-Base
Model Size	0.6b
Required VRAM	2.4 GB
Updated	2026-05-10
Maintainer	Jukess
Model Type	qwen3
Model Files	2.4 GB 0.0 GB
Model Architecture	Qwen3ForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.51.3
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151936
Torch Data Type	float32
Errors	replace

Rank the Mcqa Initial Ft 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 Mcqa Initial Ft

Best Alternatives	Context / RAM	Downloads	Likes
Qwen3 Reranker 0.6B	40K / 1.2 GB	2508313	377
Quipu 0.6B	40K / 1.2 GB	351	4
Qwen3 0.6B FP8	40K / 1.1 GB	1581403	62
Clary 0.6 0.6B	40K / 1.2 GB	88	1
Privasis Cleaner 0.6B	40K / 1.2 GB	1171	18
Qwen3 Finetuned	40K / 1.2 GB	98	1
Privasis Cleaner 0.6B	40K / 1.2 GB	73	0
Qwen3 0.6B Sushi Code Expert	40K / 1.5 GB	40	0
Qwen 0.6B ConvFill	40K / 1.2 GB	106	0
Qwen3 0.6B	40K / 1.2 GB	99924	22

Note: green Score (e.g. "73.2") means that the model is better than Jukess/mcqa_initial_ft.