What are the hardware requirements for Tercet Bitnet DPO Merged Ties2?

Tercet Bitnet DPO Merged Ties2 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 Tercet Bitnet DPO Merged Ties2 and how large is it?

Tercet Bitnet DPO Merged Ties2 is developed by jpacifico, a model with 2.4b 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 Tercet Bitnet DPO Merged Ties2?

Tercet Bitnet DPO Merged Ties2 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Tercet Bitnet DPO Merged Ties2 by jpacifico — VRAM 4.9GB, 4K context

Name: Tercet Bitnet DPO Merged Ties2
Author: jpacifico

Tercet Bitnet DPO Merged Ties2 is an open-source language model by jpacifico. Features: 2.4b LLM, VRAM: 4.9GB, Context: 4K, Merged, LLM Explorer Score: 0.19.

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

Model Card on HF 🤗: https://huggingface.co/jpacifico/tercet-bitnet-dpo-merged-ties2

Tercet Bitnet DPO Merged Ties2 Parameters and Internals

LLM Name	Tercet Bitnet DPO Merged Ties2
Repository 🤗	https://huggingface.co/jpacifico/tercet-bitnet-dpo-merged-ties2
Base Model(s)	Bitnet DPO Merged Modelstock2 ... DPO Merged Modelstock Retrain jpacifico/bitnet-dpo-merged-modelstock2 jpacifico/bitnet-dpo-merged-modelstock-retrain
Merged Model	Yes
Model Size	2.4b
Required VRAM	4.9 GB
Updated	2026-08-01
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 Tercet Bitnet DPO Merged Ties2 capabilities

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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 Tercet Bitnet DPO Merged Ties2

Best Alternatives	Context / RAM	Downloads
Bitnet DPO Eng V0.1	4K / 4.8 GB	45
... DPO Merged Ties Retrained Mid	4K / 4.8 GB	5
... DPO Merged Modelstock Retrain	4K / 4.8 GB	8
...et DPO Merged Ties Retrained 4	4K / 4.8 GB	6
...et DPO Merged Ties Retrained 5	4K / 4.8 GB	5
...net DPO Ties Retrained Mirror2	4K / 4.8 GB	12
...net DPO Ties Retrained Mirror3	4K / 4.8 GB	6
Bitnet DPO Fr	4K / 4.8 GB	6