What are the hardware requirements for Spp Util T0 3B Base?

Spp Util T0 3B Base requires approximately 6 GB of VRAM and supports a context window of 2K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Spp Util T0 3B Base and how large is it?

Spp Util T0 3B Base is developed by Raghav-Singhal, 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 Spp Util T0 3B Base?

Spp Util T0 3B Base is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Spp Util T0 3B Base by Raghav-Singhal — VRAM 6GB, 2K context

Name: Spp Util T0 3B Base
Author: Raghav-Singhal

Spp Util T0 3B Base is an open-source language model by Raghav-Singhal. Features: 3b LLM, VRAM: 6GB, Context: 2K, License: other, LLM Explorer Score: 0.29.

Alignment Conversational En Endpoints compatible Llama Region:us Safetensors Safety Sharded Spp Synthetic-persona-pretraining Tensorflow

Model Card on HF 🤗: https://huggingface.co/Raghav-Singhal/spp-util-t0-3b-base

Spp Util T0 3B Base Parameters and Internals

LLM Name	Spp Util T0 3B Base
Repository 🤗	https://huggingface.co/Raghav-Singhal/spp-util-t0-3b-base
Model Size	3b
Required VRAM	6 GB
Updated	2026-10-09
Maintainer	Raghav-Singhal
Model Type	llama
Model Files	5.0 GB: 1-of-2 1.0 GB: 2-of-2
Supported Languages	en
Model Architecture	LlamaForCausalLM
License	other
Context Length	2048
Model Max Length	2048
Transformers Version	4.57.6
Tokenizer Class	GPT2Tokenizer
Padding Token	<\|im_end\|>
Vocabulary Size	49280

Rank the Spp Util T0 3B Base capabilities

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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 Spp Util T0 3B Base

Best Alternatives	Context / RAM	Downloads	Likes
Nanbeige4.1 3B	256K / 7.9 GB	20875	1161
Nanbeige4.1 3B Heretic	256K / 7.9 GB	149	50
Nanbeige4.1 3B Heretic Mxfp4	256K / 7.9 GB	34	2
Nanbeige4.1 3B Bf16	256K / 7.9 GB	47	3
...anbeige4.1 3B Heretic Bfloat16	256K / 7.9 GB	33	1
Nanbeige4.1 3B Heretic	256K / 7.9 GB	22	0
Nanbeige4.1 3B Heretic	256K / 7.9 GB	14	1
ISA 03 Mini 3B Hybrid Preview	256K / 6.5 GB	4	4
ToolMind Web 3B	192K / 7.9 GB	156	28
Llama 3.2 3B Instruct	128K / 6.5 GB	1829572	2368

Note: green Score (e.g. "73.2") means that the model is better than Raghav-Singhal/spp-util-t0-3b-base.