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Shruti Soft 2.6B by Umranz

By Umranz · 177 downloads

Shruti Soft 2.6B is an open-source language model by Umranz. Features: 2.6b LLM, VRAM: 5.4GB, License: apache-2.0, LLM Explorer Score: 0.32.

Base model:finetune:umranz/lfm... Base model:umranz/lfm2.5-2.6b-...   Character   Chat   Chatml   Companion   Conversational   En   Endpoints compatible   Finetuned   Hi   Lfm   Lfm2   Lfm2.5   Liquidai   Lora   Merge   Pytorch   Region:us   Roleplay   Safetensors   Sft   Sharded   Tensorflow   Uncensored

Shruti Soft 2.6B Parameters and Internals

LLM NameShruti Soft 2.6B
Repository πŸ€—https://huggingface.co/Umranz/Shruti-Soft-2.6b 
Base Model(s)  Umranz/LFM2.5-2.6B-heretic   Umranz/LFM2.5-2.6B-heretic
Model Size2.6b
Required VRAM5.4 GB
Updated2026-08-14
MaintainerUmranz
Model Files  0.2 GB   5.0 GB: 1-of-2   0.4 GB: 2-of-2   0.0 GB
Supported Languagesen hi
Model ArchitectureAutoModelForCausalLM
Licenseapache-2.0
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|pad|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesfeed_forward.w1|self_attn.out_proj|feed_forward.w2|feed_forward.w3|conv.in_proj|conv.out_proj|self_attn.k_proj|self_attn.q_proj|self_attn.v_proj
LoRA Alpha64
LoRA Dropout0.05
R Param32

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