What are the hardware requirements for Bitnet DPO Merged Modelstock2?

Bitnet DPO Merged Modelstock2 requires approximately 4.9 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 Modelstock2 and how large is it?

Bitnet DPO Merged Modelstock2 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 Modelstock2?

Bitnet DPO Merged Modelstock2 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Bitnet DPO Merged Modelstock2 by jpacifico — VRAM 4.9GB, 4K context

Name: Bitnet DPO Merged Modelstock2
Author: jpacifico

Bitnet DPO Merged Modelstock2 is an open-source language model by jpacifico. Features: 2b LLM, VRAM: 4.9GB, Context: 4K, Merged, LLM Explorer Score: 0.19.

Merged Model Arxiv:2403.19522 Base model:jpacifico/bitnet-dp... Base model:jpacifico/bitnet-dp... Base model:jpacifico/bitnet-dp... Base model:jpacifico/bitnet-dp... Base model:jpacifico/bitnet-dp... Base model:microsoft/bitnet-b1... Bitnet Conversational Custom code Endpoints compatible Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/jpacifico/bitnet-dpo-merged-modelstock2

Bitnet DPO Merged Modelstock2 Parameters and Internals

LLM Name	Bitnet DPO Merged Modelstock2
Repository 🤗	https://huggingface.co/jpacifico/bitnet-dpo-merged-modelstock2
Base Model(s)	...net DPO Ties Retrained Mirror3 ... DPO Merged Modelstock Retrain ...net DPO Ties Retrained Mirror2 microsoft/bitnet-b1.58-2B-4T-bf16 jpacifico/bitnet-dpo-eng-v0.1 Bitnet DPO Fr Bitnet DPO Merged Ties jpacifico/bitnet-dpo-ties-retrained-mirror3 jpacifico/bitnet-dpo-merged-modelstock-retrain jpacifico/bitnet-dpo-ties-retrained-mirror2 microsoft/bitnet-b1.58-2B-4T-bf16 jpacifico/bitnet-dpo-eng-v0.1 jpacifico/bitnet-dpo-fr jpacifico/bitnet-dpo-merged-ties
Merged Model	Yes
Model Size	2b
Required VRAM	4.9 GB
Updated	2026-08-06
Maintainer	jpacifico
Model Type	bitnet
Model Files	1.0 GB: 1-of-5 1.0 GB: 2-of-5 1.0 GB: 3-of-5 1.0 GB: 4-of-5 0.9 GB: 5-of-5
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 Modelstock2 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 Bitnet DPO Merged Modelstock2

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 Ties2	4K / 4.9 GB	7	0
Bitnet DPO Merged Ties	4K / 4.8 GB	8	1
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-modelstock2.