Protein 3.2 1B is an open-source language model by UmbrellaInc. Features: 1b LLM, VRAM: 3GB, Context: 128K, Merged, LLM Explorer Score: 0.32.
Merged Model Arxiv:2306.01708 Base model:umbrellainc/protein... Base model:umbrellainc/prototy... Conversational Endpoints compatible Llama Region:us Safetensors
Model Card on HF 🤗: https://huggingface.co/UmbrellaInc/Protein-3.2-1B
Protein 3.2 1B Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Protein 3.2 1B Parameters and Internals
| LLM Name | Protein 3.2 1B |
| Repository 🤗 | https://huggingface.co/UmbrellaInc/Protein-3.2-1B |
| Base Model(s) | |
| Merged Model | Yes |
| Model Size | 1b |
| Required VRAM | 3 GB |
| Updated | 2026-04-12 |
| Maintainer | UmbrellaInc |
| Model Type | llama |
| Model Files | |
| Model Architecture | LlamaForCausalLM |
| Context Length | 131072 |
| Model Max Length | 131072 |
| Transformers Version | 5.0.0 |
| Tokenizer Class | PreTrainedTokenizer |
| Padding Token | <|eot_id|> |
| Vocabulary Size | 128256 |
Best Alternatives to Protein 3.2 1B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ISA 02 Nano Llama 3.2 1B | 1024K / 2.5 GB | 1075 | 4 |
| LWM Text Chat 1M | 1024K / 13.5 GB | 737 | 174 |
| LWM Text 1M | 1024K / 13.5 GB | 228 | 29 |
| JOSIE 1M Base | 1024K / 13.5 GB | 12 | 1 |
| JOSIE 1M Base | 1024K / 13.5 GB | 6 | 1 |
| Llama 3.2 1B Instruct | 128K / 2.5 GB | 5464491 | 1116 |
| Llama 3.2 1B | 128K / 2.5 GB | 3306012 | 2082 |
| Shield Llama 3.2 1B Full FT CE | 128K / 2.5 GB | 683 | 0 |
| PG67A W Serum.Test 3.2 1B | 128K / 3 GB | 603 | 0 |
| PG67A W Serum.Adyuvant 3.2 1B | 128K / 3 GB | 332 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than UmbrellaInc/Protein-3.2-1B .
Rank the Protein 3.2 1B Capabilities
🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟
What open-source LLMs or SLMs are you in search of? 52792 in total.
Original data from HuggingFace, OpenCompass and various public git repos.
Check out Ag3ntum — our secure, self-hosted AI agent for server management.
Release v20260328a