What are the hardware requirements for Tiny LlamaForCausalLM 3.2?

Tiny LlamaForCausalLM 3.2 requires a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Tiny LlamaForCausalLM 3.2 and how large is it?

Tiny LlamaForCausalLM 3.2 is developed by trl-internal-testing, a model with 1m 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 Tiny LlamaForCausalLM 3.2?

Tiny LlamaForCausalLM 3.2 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Tiny LlamaForCausalLM 3.2 by trl-internal-testing — 128K context

Name: Tiny LlamaForCausalLM 3.2
Author: trl-internal-testing

Tiny LlamaForCausalLM 3.2 is an open-source language model by trl-internal-testing. Features: 1m LLM, Context: 128K, LLM Explorer Score: 0.24.

Conversational Endpoints compatible Llama Region:us Safetensors Trl

Model Card on HF 🤗: https://huggingface.co/trl-internal-testing/tiny-LlamaForCausalLM-3.2

Tiny LlamaForCausalLM 3.2 Parameters and Internals

LLM Name	Tiny LlamaForCausalLM 3.2
Repository 🤗	https://huggingface.co/trl-internal-testing/tiny-LlamaForCausalLM-3.2
Model Size	1m
Required VRAM	0 GB
Updated	2026-09-11
Maintainer	trl-internal-testing
Model Type	llama
Model Files	0.0 GB
Model Architecture	LlamaForCausalLM
Context Length	131072
Model Max Length	131072
Transformers Version	4.56.2
Tokenizer Class	PreTrainedTokenizerFast
Vocabulary Size	128256

Rank the Tiny LlamaForCausalLM 3.2 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 Tiny LlamaForCausalLM 3.2

Best Alternatives	Context / RAM	Downloads	Likes
ISA 02 Nano Llama 3.2 1B	1024K / 2.5 GB	47	3
LWM Text 1M	1024K / 13.5 GB	1149	29
LWM Text Chat 1M	1024K / 13.5 GB	57	173
JOSIE 1M Base	1024K / 13.5 GB	12	1
JOSIE 1M Base	1024K / 13.5 GB	6	1
MiniCPM5 1B MegaMerge Final	512K / 2.2 GB	0	1
MiniCPM5 1B	128K / 2.2 GB	354385	868
Llama 3.2 1B Instruct	128K / 2.5 GB	212072	100
Llama 3.2 1B Instruct	128K / 2.5 GB	10114634	1549
...1B Claude Opus Fable5 Thinking	128K / 2.2 GB	6165	166

Note: green Score (e.g. "73.2") means that the model is better than trl-internal-testing/tiny-LlamaForCausalLM-3.2.