What are the hardware requirements for Vexel DeFiCaller 3B V1?

Vexel DeFiCaller 3B V1 requires approximately 6.2 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 Vexel DeFiCaller 3B V1 and how large is it?

Vexel DeFiCaller 3B V1 is developed by VexelQuant, a model with 3b 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 Vexel DeFiCaller 3B V1?

Vexel DeFiCaller 3B V1 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Vexel DeFiCaller 3B V1 by VexelQuant — VRAM 6.2GB, 32K context

Name: Vexel DeFiCaller 3B V1
Author: VexelQuant

Vexel DeFiCaller 3B V1 is an open-source language model by VexelQuant. Features: 3b LLM, VRAM: 6.2GB, Context: 32K, License: apache-2.0, Quantized.

Conversational Crypto Endpoints compatible Financial-nlp Gguf Grpo Quant Quantized Qwen2 Region:us Safetensors Sharded Tensorflow Unsloth Vexelquant

Model Card on HF 🤗: https://huggingface.co/VexelQuant/Vexel-DeFiCaller-3B-v1

Vexel DeFiCaller 3B V1 Parameters and Internals

LLM Name	Vexel DeFiCaller 3B V1
Repository 🤗	https://huggingface.co/VexelQuant/Vexel-DeFiCaller-3B-v1
Model Size	3b
Required VRAM	6.2 GB
Updated	2026-11-05
Maintainer	VexelQuant
Model Type	qwen2
Model Files	1.9 GB 5.0 GB: 1-of-2 1.2 GB: 2-of-2
GGUF Quantization	Yes
Quantization Type	gguf
Model Architecture	Qwen2ForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	5.20.2
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|PAD_TOKEN\|>
Vocabulary Size	151936
Torch Data Type	bfloat16
Errors	replace

Rank the Vexel DeFiCaller 3B 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 Vexel DeFiCaller 3B V1

Best Alternatives	Context / RAM	Downloads	Likes
Mythos Nano	128K / 1.3 GB	31571	104
Mythos Nano	128K / 1.3 GB	506	1
VibeThinker 3B Heretic	128K / 6.2 GB	1016	4
Mythos Nano Safetensor	128K / 1.3 GB	320	1
QwenDGAF Coder 3B	32K / 1.9 GB	1258	1
Boomslang	32K / 6.2 GB	722	1
Swarmhunter V2	32K / 6.2 GB	59	1
Zen Ingress 1 3B DPO Merged	32K / 6.2 GB	477	1
Ade Extract 3B V1	32K / 1.7 GB	102	1
LaboAI 0.4.0 3B	32K / 6.2 GB	150	1

Note: green Score (e.g. "73.2") means that the model is better than VexelQuant/Vexel-DeFiCaller-3B-v1.