What are the hardware requirements for Tinycodellama Jp 0.3B 20K?

Tinycodellama Jp 0.3B 20K requires approximately 1.3 GB of VRAM and supports a context window of 2K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Tinycodellama Jp 0.3B 20K and how large is it?

Tinycodellama Jp 0.3B 20K is developed by parasora, a model with 0.3b 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 Tinycodellama Jp 0.3B 20K?

Tinycodellama Jp 0.3B 20K is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Tinycodellama Jp 0.3B 20K by parasora — VRAM 1.3GB, 2K context

Name: Tinycodellama Jp 0.3B 20K
Author: parasora

Tinycodellama Jp 0.3B 20K is an open-source language model by parasora. Features: 0.3b LLM, VRAM: 1.3GB, Context: 2K, LLM Explorer Score: 0.1.

Endpoints compatible Llama Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/parasora/tinycodellama-jp-0.3b-20k

Tinycodellama Jp 0.3B 20K Parameters and Internals

LLM Name	Tinycodellama Jp 0.3B 20K
Repository 🤗	https://huggingface.co/parasora/tinycodellama-jp-0.3b-20k
Model Size	0.3b
Required VRAM	1.3 GB
Updated	2026-07-07
Maintainer	parasora
Model Type	llama
Model Files	1.3 GB
Model Architecture	LlamaForCausalLM
Context Length	2048
Model Max Length	2048
Transformers Version	4.36.2
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<pad\|LLM-jp>
Vocabulary Size	50570
Torch Data Type	float32

Rank the Tinycodellama Jp 0.3B 20K 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 Tinycodellama Jp 0.3B 20K

Best Alternatives	Context / RAM	Downloads	Likes
Gasztold 0.3B	2K / 1.2 GB	5	0
RedPJ ProX 0.3B	2K / 1.4 GB	11	3
Chico 0.3B 20K	2K / 1.3 GB	7	0
Tinycodellama Jp 0.3B Test 10K	2K / 1.3 GB	6	1

Note: green Score (e.g. "73.2") means that the model is better than parasora/tinycodellama-jp-0.3b-20k.