What are the hardware requirements for Sat Socratic Qwen2.5 7B Lora?

Sat Socratic Qwen2.5 7B Lora requires approximately 0.6 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Sat Socratic Qwen2.5 7B Lora and how large is it?

Sat Socratic Qwen2.5 7B Lora is developed by LinhNgocBui, a model with 7b 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 Sat Socratic Qwen2.5 7B Lora?

Sat Socratic Qwen2.5 7B Lora is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Sat Socratic Qwen2.5 7B Lora by LinhNgocBui — VRAM 0.6GB

Name: Sat Socratic Qwen2.5 7B Lora
Author: LinhNgocBui

Sat Socratic Qwen2.5 7B Lora is an open-source language model by LinhNgocBui. Features: 7b LLM, VRAM: 0.6GB, Instruction-Based.

Base model:adapter:qwen/qwen2.... Base model:qwen/qwen2.5-7b-ins... Conversational Instruct Lora Peft Region:us Safetensors Sft Trl

Model Card on HF 🤗: https://huggingface.co/LinhNgocBui/sat-socratic-qwen2.5-7b-lora

Sat Socratic Qwen2.5 7B Lora (LinhNgocBui/sat-socratic-qwen2.5-7b-lora)

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Sat Socratic Qwen2.5 7B Lora Parameters and Internals

LLM Name	Sat Socratic Qwen2.5 7B Lora
Repository 🤗	https://huggingface.co/LinhNgocBui/sat-socratic-qwen2.5-7b-lora
Model Name	checkpoints
Base Model(s)	Qwen/Qwen2.5-7B-Instruct Qwen/Qwen2.5-7B-Instruct
Model Size	7b
Required VRAM	0.6 GB
Updated	2026-05-14
Maintainer	LinhNgocBui
Instruction-Based	Yes
Model Files	0.6 GB 0.0 GB
Model Architecture	AutoModel
Model Max Length	131072
Is Biased	none
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	k_proj\|q_proj\|o_proj\|v_proj\|down_proj\|gate_proj\|up_proj
LoRA Alpha	128
LoRA Dropout	0.05
R Param	64
Errors	replace

Best Alternatives to Sat Socratic Qwen2.5 7B Lora

Best Alternatives	Context / RAM	Downloads	Likes
... 7b 448 Qinstruct Preview V0.1	2K / 17.3 GB	6	4
Autotrain Z7uyk Cwqtz	0K / 0.2 GB	7	0
Qwen 2.5 7B 1M RRP V1 Lora	0K / 0.2 GB	0	3
...2.5 7B Instruct Abliterated V3	0K / 0.2 GB	0	1
Medical Mixtral 7B V2k	0K / 0.4 GB	19	0
Mistral 7B Instruct V0.2 ONNX	0K / GB	25	6
...emma 7B Finetuned Sft Navarasa	0K / 0.8 GB	0	9
Telugu Gemma 7B Finetuned Sft	0K / 0.8 GB	0	15
...l 7B Instructv0.2 Finetuned V2	0K / 0 GB	53	41
...tral 7B Instruct V0.1 Int8 Ct2	0K / 7.2 GB	5	2

Note: green Score (e.g. "73.2") means that the model is better than LinhNgocBui/sat-socratic-qwen2.5-7b-lora.

Rank the Sat Socratic Qwen2.5 7B Lora Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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

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Sat Socratic Qwen2.5 7B Lora by LinhNgocBui

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Sat Socratic Qwen2.5 7B Lora Parameters and Internals

Best Alternatives to Sat Socratic Qwen2.5 7B Lora

Rank the Sat Socratic Qwen2.5 7B Lora Capabilities

What open-source LLMs or SLMs are you in search of? 53666 in total.