What are the hardware requirements for TinyJ.O.S.I.E. 1.1B 32K Base?

TinyJ.O.S.I.E. 1.1B 32K Base requires approximately 2.2 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed TinyJ.O.S.I.E. 1.1B 32K Base and how large is it?

TinyJ.O.S.I.E. 1.1B 32K Base is developed by Goekdeniz-Guelmez, 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 TinyJ.O.S.I.E. 1.1B 32K Base?

TinyJ.O.S.I.E. 1.1B 32K Base is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

TinyJ.O.S.I.E. 1.1B 32K Base by Goekdeniz-Guelmez — VRAM 2.2GB, 32K context

Name: TinyJ.O.S.I.E. 1.1B 32K Base
Author: Goekdeniz-Guelmez

TinyJ.O.S.I.E. 1.1B 32K Base is an open-source language model by Goekdeniz-Guelmez. Features: 1.1b LLM, VRAM: 2.2GB, Context: 32K, LLM Explorer Score: 0.11.

Autotrain compatible Base model:doctor-shotgun/tiny... Base model:finetune:doctor-sho... Endpoints compatible Llama Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/Goekdeniz-Guelmez/TinyJ.O.S.I.E.-1.1B-32k-Base

TinyJ.O.S.I.E. 1.1B 32K Base Parameters and Internals

Model Type

Text generation

Additional Notes

Custom special tokens added by user.

Input Output

Input Format:

Tokens input

Accepted Modalities:

Text

Output Format:

Tokens output

LLM Name	TinyJ.O.S.I.E. 1.1B 32K Base
Repository 🤗	https://huggingface.co/Goekdeniz-Guelmez/TinyJ.O.S.I.E.-1.1B-32k-Base
Base Model(s)	Doctor-Shotgun/TinyLlama-1.1B-32k Doctor-Shotgun/TinyLlama-1.1B-32k
Model Size	1.1b
Required VRAM	2.2 GB
Updated	2024-12-17
Maintainer	Goekdeniz-Guelmez
Model Type	llama
Model Files	2.2 GB
Model Architecture	LlamaForCausalLM
Context Length	32768
Model Max Length	32768
Transformers Version	4.39.0.dev0
Tokenizer Class	LlamaTokenizer
Padding Token	</s>
Vocabulary Size	32024
Torch Data Type	float16

Rank the TinyJ.O.S.I.E. 1.1B 32K Base 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 TinyJ.O.S.I.E. 1.1B 32K Base

Best Alternatives	Context / RAM	Downloads	Likes
TinyKiller NSFW DPO 1.1B	32K / 2.2 GB	12	0
Coven Tiny 1.1b 32k Orpo Alpha	32K / 2.2 GB	9	2
Test Mix 01	32K / 2.2 GB	5	0
Palmer Merge Test 5	32K / 2.2 GB	5	0
TinyLlama 1.1B 32K Instruct	32K / 2.2 GB	2806	13
...llama 1.1B 16K Instructions V4	32K / 2.2 GB	8	0
Palmer 002 32K	32K / 2.2 GB	9	0
TinyJ.O.S.I.E. 1.1B 32K Base	32K / 2.2 GB	5	1
...lama 1.1B 16K Instructions Rag	32K / 2.2 GB	25	0
TinyLlama 1.1B 32K	32K / 2.2 GB	98	30

Note: green Score (e.g. "73.2") means that the model is better than Goekdeniz-Guelmez/TinyJ.O.S.I.E.-1.1B-32k-Base.