What are the hardware requirements for Bitnet DPO Merged Ties?

Bitnet DPO Merged Ties requires approximately 4.8 GB of VRAM and supports a context window of 4K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Bitnet DPO Merged Ties and how large is it?

Bitnet DPO Merged Ties is developed by jpacifico, a model with 2b 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 Bitnet DPO Merged Ties?

Bitnet DPO Merged Ties is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Bitnet DPO Merged Ties by jpacifico — VRAM 4.8GB, 4K context

Name: Bitnet DPO Merged Ties
Author: jpacifico

Bitnet DPO Merged Ties is an open-source language model by jpacifico. Features: 2b LLM, VRAM: 4.8GB, Context: 4K, Merged, LLM Explorer Score: 0.19.

Merged Model Arxiv:2306.01708 Base model:jpacifico/bitnet-dp... Base model:jpacifico/bitnet-dp... Base model:microsoft/bitnet-b1... Bitnet Conversational Custom code Endpoints compatible Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/jpacifico/bitnet-dpo-merged-ties

Bitnet DPO Merged Ties Parameters and Internals

LLM Name	Bitnet DPO Merged Ties
Repository 🤗	https://huggingface.co/jpacifico/bitnet-dpo-merged-ties
Base Model(s)	jpacifico/bitnet-dpo-eng-v0.1 Bitnet DPO Fr microsoft/bitnet-b1.58-2B-4T-bf16 jpacifico/bitnet-dpo-eng-v0.1 jpacifico/bitnet-dpo-fr microsoft/bitnet-b1.58-2B-4T-bf16
Merged Model	Yes
Model Size	2b
Required VRAM	4.8 GB
Updated	2026-08-08
Maintainer	jpacifico
Model Type	bitnet
Model Files	4.8 GB
Model Architecture	BitNetForCausalLM
Context Length	4096
Model Max Length	4096
Transformers Version	4.53.0
Tokenizer Class	PreTrainedTokenizerFast
Vocabulary Size	128256
Torch Data Type	bfloat16

Rank the Bitnet DPO Merged Ties capabilities

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Instruction Following and Task Automation
Factuality and Completeness of Knowledge
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Data Analysis and Insight Generation
Text Generation
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Multi-Language Support and Translation

Best Alternatives to Bitnet DPO Merged Ties

Best Alternatives	Context / RAM	Downloads	Likes
Bitnet B1.58 2B 4T	4K / 1.2 GB	8760	1473
Bitnet B1.58 2B 4T Bf16	4K / 4.8 GB	8529	46
Bitnet DPO Merged Modelstock2	4K / 4.9 GB	9	0
Bitnet DPO Merged Ties2	4K / 4.9 GB	7	0
Bitnet B1.58 Bifrost Sol 2B 4T	4K / 4.8 GB	20	1

Note: green Score (e.g. "73.2") means that the model is better than jpacifico/bitnet-dpo-merged-ties.