What are the hardware requirements for Manovyadh 1.1B V1?

Manovyadh 1.1B V1 requires approximately 0.1 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Manovyadh 1.1B V1 and how large is it?

Manovyadh 1.1B V1 is developed by ShieldX, a model with 1.1b 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 Manovyadh 1.1B V1?

Manovyadh 1.1B V1 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Manovyadh 1.1B V1 by ShieldX — VRAM 0.1GB

Name: Manovyadh 1.1B V1
Author: ShieldX

Manovyadh 1.1B V1 is an open-source language model by ShieldX. Features: 1.1b LLM, VRAM: 0.1GB, License: apache-2.0, LLM Explorer Score: 0.1.

Arxiv:1910.09700 Base model:finetune:unsloth/ti... Base model:unsloth/tinyllama Dataset:shieldx/manovyadh-3.5k En Endpoints compatible Llama Lora Pytorch Region:us Safetensors Tensorboard Trl Unsloth

Model Card on HF 🤗: https://huggingface.co/ShieldX/manovyadh-1.1B-v1

Manovyadh 1.1B V1 Parameters and Internals

Model Type

text-generation

Use Cases

Primary Use Cases:

base model for further finetuning, for fun

Limitations:

cannot be used for production purpose, not to be applied in real life health purpose, cannot be used to generate text for research or academic purposes

Additional Notes

Developed by ShieldX with a focus on mental health counselling.

Training Details

Data Sources:

ShieldX/manovyadh-3.5k

Methodology:

Finetuned on Tiny-Llama 1.1B Chat model

Training Time:

0.30 hours

Hardware Used:

1 X Tesla T4

Model Architecture:

Tiny-Llama 1.1B Chat

LLM Name	Manovyadh 1.1B V1
Repository 🤗	https://huggingface.co/ShieldX/manovyadh-1.1B-v1
Base Model(s)	Tinyllama unsloth/tinyllama
Model Size	1.1b
Required VRAM	0.1 GB
Updated	2026-08-05
Maintainer	ShieldX
Model Files	0.1 GB 2.2 GB 0.0 GB
Supported Languages	en
Model Architecture	AutoModelForCausalLM
License	apache-2.0
Model Max Length	4096
Is Biased	none
Tokenizer Class	LlamaTokenizer
Padding Token	<unk>
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	down_proj\|up_proj\|o_proj\|v_proj\|gate_proj\|q_proj\|k_proj
LoRA Alpha	32
LoRA Dropout	0
R Param	32

Rank the Manovyadh 1.1B 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 Manovyadh 1.1B V1

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Tiny Llama Miniguanaco	2K / 2.2 GB	133	1
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Megachat	0K / 0 GB	14	0
Cookgptlama	0K / 0 GB	6500	3
Tiny Llama Sql DataAdmin	0K / 0 GB	6	0
Tiny Llama Agri Bot	0K / 0 GB	5	0
Doc Chat Tinyllama	0K / 0.1 GB	5	0
...ny Lllama SqlQuries Fine Tuned	0K / 0 GB	6	0
New Tiny Llama1B 12K	0K / 2.2 GB	12	0

Note: green Score (e.g. "73.2") means that the model is better than ShieldX/manovyadh-1.1B-v1.