What are the hardware requirements for Gumzo Llama 00?

Gumzo Llama 00 requires approximately 0.3 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Gumzo Llama 00 and how large is it?

Gumzo Llama 00 is developed by bitsoko, 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 Gumzo Llama 00?

Gumzo Llama 00 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Gumzo Llama 00 by bitsoko — VRAM 0.3GB

Name: Gumzo Llama 00
Author: bitsoko

Gumzo Llama 00 is an open-source language model by bitsoko. Features: 7b LLM, VRAM: 0.3GB, License: apache-2.0, Quantized, LLM Explorer Score: 0.11.

4-bit 4bit Base model:quantized:unsloth/l... Base model:unsloth/llama-2-7b-... Bitsandbytes En Endpoints compatible Gguf Llama Lora Quantized Region:us Safetensors Unsloth

Model Card on HF 🤗: https://huggingface.co/bitsoko/gumzo-llama-00

Gumzo Llama 00 Parameters and Internals

Model Type

text-generation-inference, transformers, unsloth, llama, gguf

Additional Notes

This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.

LLM Name	Gumzo Llama 00
Repository 🤗	https://huggingface.co/bitsoko/gumzo-llama-00
Base Model(s)	Llama 2 7B Bnb 4bit unsloth/llama-2-7b-bnb-4bit
Model Size	7b
Required VRAM	0.3 GB
Updated	2026-07-28
Maintainer	bitsoko
Model Files	0.3 GB 13.5 GB 4.1 GB 7.2 GB
Supported Languages	en
GGUF Quantization	Yes
Quantization Type	gguf\|4bit
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	up_proj\|v_proj\|q_proj\|o_proj\|down_proj\|k_proj\|gate_proj
LoRA Alpha	32
LoRA Dropout	0
R Param	32

Rank the Gumzo Llama 00 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 Gumzo Llama 00

Best Alternatives	Context / RAM	Downloads	Likes
ShoriRP V0.75d	0K / 0.2 GB	52	33
...wen Math 7b 24 1 100 1 Nonmath	0K / 15.2 GB	50	0
ReWiz 7B	0K / 14.5 GB	252	0
CleverBoi 7B V3	0K / 0.2 GB	193	0
Mistral 7B V0.1 Hitl	0K / 14.4 GB	14	0
...rendyol 7B Base V1 MtLoRA Entr	0K / 14.6 GB	25	0
Mistral Llm V4	0K / 14.4 GB	24	0
Gemma 7B English To Hinglish	0K / 17.1 GB	35	0
...rix Philosophy Mistral 7B LoRA	0K / 14.4 GB	480	8
Legal Summarizer	0K / 14.4 GB	52	0

Note: green Score (e.g. "73.2") means that the model is better than bitsoko/gumzo-llama-00.