MODEL PROFILE

IgBert

Exscientia · IgBert

Model pretrained on protein and antibody sequences using a masked language modeling (MLM) objective. It was introduced in the paper Large scale paired antibody language models. The model is finetuned from IgBert-unpaired using paired antibody sequences from the Observed Antibody Space. Note that the tokeniser adds a `[CLS]` token at the beginning of each paired sequence, a `[SEP]` token at the end of each paired sequence and pads using the `[PAD]` token. For example a batch containing sequences `V Q L [SEP] E V V`, `Q V [SEP] A L` will be tokenised to `[CLS] V Q L [SEP] E V V [SEP]` and `[CLS] Q V [SEP] A L [SEP] [PAD] [PAD]`.

Fill-masklicense:mit
Context windowNot disclosed
Input → OutputText → Text
Model weightsNot verified
Profile updated2026/10/30 05:32:57
OVERVIEW

Model overview

Model pretrained on protein and antibody sequences using a masked language modeling (MLM) objective. It was introduced in the paper Large scale paired antibody language models. The model is finetuned from IgBert-unpaired using paired antibody sequences from the Observed Antibody Space. Note that the tokeniser adds a `[CLS]` token at the beginning of each paired sequence, a `[SEP]` token at the end of each paired sequence and pads using the `[PAD]` token. For example a batch containing sequences `V Q L [SEP] E V V`, `Q V [SEP] A L` will be tokenised to `[CLS] V Q L [SEP] E V V [SEP]` and `[CLS] Q V [SEP] A L [SEP] [PAD] [PAD]`.

Key features

特点摘要待依据来源补齐,不凭模型名称推断能力。

Limitations & considerations

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PRICING & COST

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INDEPENDENT BENCHMARKS

Public benchmarks & run configuration

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Frequently asked questions

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Sources & traceability

许可证:mit。模型介绍与第三方评测均以原来源的具体版本和方法为准。