Magistrate 3.2 3B It is an open-source language model by macadeliccc. Features: 3b LLM, VRAM: 6.5GB, Context: 128K, License: llama3.2, LLM Explorer Score: 0.17.
Arxiv:2408.10914 Axolotl Base model:finetune:macadelicc... Base model:macadeliccc/magistr... Conversational Dataset:arcee-ai/the-tome Dataset:cognitivecomputations/... Dataset:nousresearch/hermes-fu... Dataset:teknium/openhermes-2.5 En Endpoints compatible Hfforlegal Legal Llama Llama-3 Region:us Safetensors Sharded Spectrum Tensorflow
Model Card on HF 🤗: https://huggingface.co/macadeliccc/magistrate-3.2-3b-it
Magistrate 3.2 3B It 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)
Magistrate 3.2 3B It Parameters and Internals
| LLM Name | Magistrate 3.2 3B It |
| Repository 🤗 | https://huggingface.co/macadeliccc/magistrate-3.2-3b-it |
| Base Model(s) | |
| Model Size | 3b |
| Required VRAM | 6.5 GB |
| Updated | 2026-04-26 |
| Maintainer | macadeliccc |
| Model Type | llama |
| Model Files | |
| Supported Languages | en |
| Model Architecture | LlamaForCausalLM |
| License | llama3.2 |
| Context Length | 131072 |
| Model Max Length | 131072 |
| Transformers Version | 4.45.0 |
| Tokenizer Class | PreTrainedTokenizerFast |
| Padding Token | <|end_of_text|> |
| Vocabulary Size | 128258 |
| Torch Data Type | bfloat16 |
Best Alternatives to Magistrate 3.2 3B It
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Nanbeige4.1 3B | 256K / 7.9 GB | 172832 | 1108 |
| Nanbeige4.1 3B Heretic | 256K / 7.9 GB | 393 | 50 |
| Nanbeige4.1 3B Bf16 | 256K / 7.9 GB | 71 | 3 |
| Nanbeige4.1 3B Heretic Mxfp4 | 256K / 7.9 GB | 30 | 2 |
| Nanbeige4.1 3B Heretic | 256K / 7.9 GB | 28 | 1 |
| Nanbeige4.1 3B Heretic | 256K / 7.9 GB | 6 | 0 |
| ISA 03 Mini 3B Hybrid Preview | 256K / 6.5 GB | 851 | 4 |
| Llama 3.2 3B Instruct | 128K / 6.5 GB | 2205212 | 2139 |
| Llama 3.2 3B | 128K / 6.5 GB | 1183471 | 785 |
| Llama 3.2 3B Instruct | 128K / 6.5 GB | 1298 | 9 |
Note: green Score (e.g. "73.2") means that the model is better than macadeliccc/magistrate-3.2-3b-it .
Rank the Magistrate 3.2 3B It Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a