What are the hardware requirements for Llama 3.2 1B SFT Debug?

Llama 3.2 1B SFT Debug requires approximately 2.5 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Llama 3.2 1B SFT Debug and how large is it?

Llama 3.2 1B SFT Debug is developed by jdineen, a model with 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 Llama 3.2 1B SFT Debug?

Llama 3.2 1B SFT Debug is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Llama 3.2 1B SFT Debug by jdineen — VRAM 2.5GB, 128K context

Name: Llama 3.2 1B SFT Debug
Author: jdineen

Llama 3.2 1B SFT Debug is an open-source language model by jdineen. Features: 1b LLM, VRAM: 2.5GB, Context: 128K, LLM Explorer Score: 0.16.

Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/llama-3.... Conversational Dataset:jdineen/sft1 Endpoints compatible Generated from trainer Llama Region:us Safetensors Sft Trl

Model Card on HF 🤗: https://huggingface.co/jdineen/Llama-3.2-1B-SFT-Debug

Llama 3.2 1B SFT Debug Parameters and Internals

LLM Name	Llama 3.2 1B SFT Debug
Repository 🤗	https://huggingface.co/jdineen/Llama-3.2-1B-SFT-Debug
Model Name	Llama-3.2-1B-SFT-Debug
Base Model(s)	meta-llama/Llama-3.2-1B meta-llama/Llama-3.2-1B
Model Size	1b
Required VRAM	2.5 GB
Updated	2025-01-23
Maintainer	jdineen
Model Type	llama
Model Files	2.5 GB 0.0 GB
Model Architecture	LlamaForCausalLM
Context Length	131072
Model Max Length	131072
Transformers Version	4.48.0
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|im_end\|>
Vocabulary Size	128258
Torch Data Type	bfloat16

Rank the Llama 3.2 1B SFT Debug 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 Llama 3.2 1B SFT Debug

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
...1B Claude Opus Fable5 Thinking	128K / 2.2 GB	6165	166
Llama 3.2 1B Instruct	128K / 2.5 GB	10114634	1549

Note: green Score (e.g. "73.2") means that the model is better than jdineen/Llama-3.2-1B-SFT-Debug.