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Nicolas-BZRD

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https://nicolas-bzrd.github.io

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Nicolas-BZRD
nicolas-boizard

AI & ML interests

PhD Student | NLP - LLMs - Adaptation real-world problem Optimization

Recent Activity

new activity 5 days ago

BidirLM/BidirLM-Omni-2.5B-Embedding:Update ST snippet model name

upvoted an article 20 days ago

Training and Finetuning Multimodal Embedding & Reranker Models with Sentence Transformers

liked a Space 20 days ago

mteb/leaderboard

View all activity

Organizations

Nicolas-BZRD 's collections 8

BidirLM

BidirLM is a family of 5 frontier bidirectional encoders, including an omnimodal variant at 2.5B.

BidirLM: From Text to Omnimodal Bidirectional Encoders by Adapting and Composing Causal LLMs

Paper • 2604.02045 • Published Apr 2 • 35
BidirLM/BidirLM-Omni-2.5B-Embedding

Sentence Similarity • 2B • Updated 5 days ago • 8.35k • 36
BidirLM/BidirLM-1.7B-Embedding

Sentence Similarity • 2B • Updated 22 days ago • 174 • 4
BidirLM/BidirLM-1B-Embedding

Sentence Similarity • 1.0B • Updated 22 days ago • 964 • 1

EuroLLM 🇪🇺

EuroLLM-22B: Technical Report

Paper • 2602.05879 • Published Feb 5 • 3
EuroLLM-9B: Technical Report

Paper • 2506.04079 • Published Jun 4, 2025 • 1
utter-project/EuroLLM-22B-Instruct-2512

Text Generation • 23B • Updated Feb 6 • 6.92k • • 63
utter-project/EuroLLM-9B-Instruct

Text Generation • Updated Dec 9, 2024 • 12.2k • 206

BERT-as-a-Judge

BERT-as-a-Judge: A Robust Alternative to Lexical Methods for Efficient Reference-Based LLM Evaluation

Paper • 2604.09497 • Published 26 days ago • 29
artefactory/BERTJudge

Text Classification • 0.2B • Updated 20 days ago • 339 • 7
artefactory/BERTJudge-Dataset

Updated 20 days ago • 641 • 2
BERT-as-a-Judge

Collection

10 items • Updated 20 days ago • 4

MLM vs CLM

Should We Still Pretrain Encoders with Masked Language Modeling?

Should We Still Pretrain Encoders with Masked Language Modeling?

Paper • 2507.00994 • Published Jul 1, 2025 • 81
MLM vs CLM

Collection

65 items • Updated Sep 25, 2025 • 1

EuroBERT 🇪🇺

Scaling Multilingual Encoders for European Languages.

EuroBERT: Scaling Multilingual Encoders for European Languages

Paper • 2503.05500 • Published Mar 7, 2025 • 81
EuroBERT/EuroBERT-210m

Fill-Mask • 0.3B • Updated Oct 18, 2025 • 5.77k • 83
EuroBERT/EuroBERT-610m

Fill-Mask • 0.8B • Updated Oct 18, 2025 • 2.18k • 34
EuroBERT/EuroBERT-2.1B

Fill-Mask • 2B • Updated Oct 18, 2025 • 1.47k • 67

CroissantLLM 🥐

CroissantLLM: A Truly Bilingual French-English Language Model

CroissantLLM: A Truly Bilingual French-English Language Model

Paper • 2402.00786 • Published Feb 1, 2024 • 26
croissantllm/CroissantLLMChat-v0.1

Text Generation • 1B • Updated Apr 26, 2024 • 3.93k • 52
croissantllm/CroissantLLMBase

Text Generation • Updated Aug 30, 2024 • 1.54k • 34
croissantllm/croissant_dataset

Viewer • Updated Oct 3, 2024 • 16.7B • 2.75k • 7

When Does Reasoning Matter?

A Controlled Study of Reasoning's Contribution to Model Performance.

When Does Reasoning Matter? A Controlled Study of Reasoning's Contribution to Model Performance

Paper • 2509.22193 • Published Sep 26, 2025 • 38
When-Does-Reasoning-Matter/general-reasoning-ift-pairs

Viewer • Updated Sep 29, 2025 • 2.97M • 141 • 4
When-Does-Reasoning-Matter/math-reasoning-ift-pairs

Viewer • Updated Oct 27, 2025 • 458k • 432 • 8

ULD Loss (Universal LLMs Distillation)

The ULD loss, based on optimal transport, enables distillation across different LLM families without requiring shared tokenizers.

Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs

Paper • 2402.12030 • Published Feb 19, 2024 • 3
mistralai/Mistral-7B-Instruct-v0.2

Text Generation • 7B • Updated Jul 24, 2025 • 2.51M • • 3.13k
meta-llama/Llama-2-7b-chat-hf

Text Generation • Updated Apr 17, 2024 • 419k • 4.75k
EleutherAI/pythia-160m-deduped

Text Generation • 0.2B • Updated Jul 9, 2023 • 95.7k • 3

BidirLM

BidirLM is a family of 5 frontier bidirectional encoders, including an omnimodal variant at 2.5B.

BidirLM: From Text to Omnimodal Bidirectional Encoders by Adapting and Composing Causal LLMs

Paper • 2604.02045 • Published Apr 2 • 35
BidirLM/BidirLM-Omni-2.5B-Embedding

Sentence Similarity • 2B • Updated 5 days ago • 8.35k • 36
BidirLM/BidirLM-1.7B-Embedding

Sentence Similarity • 2B • Updated 22 days ago • 174 • 4
BidirLM/BidirLM-1B-Embedding

Sentence Similarity • 1.0B • Updated 22 days ago • 964 • 1

EuroBERT 🇪🇺

Scaling Multilingual Encoders for European Languages.

EuroBERT: Scaling Multilingual Encoders for European Languages

Paper • 2503.05500 • Published Mar 7, 2025 • 81
EuroBERT/EuroBERT-210m

Fill-Mask • 0.3B • Updated Oct 18, 2025 • 5.77k • 83
EuroBERT/EuroBERT-610m

Fill-Mask • 0.8B • Updated Oct 18, 2025 • 2.18k • 34
EuroBERT/EuroBERT-2.1B

Fill-Mask • 2B • Updated Oct 18, 2025 • 1.47k • 67

EuroLLM 🇪🇺

EuroLLM-22B: Technical Report

Paper • 2602.05879 • Published Feb 5 • 3
EuroLLM-9B: Technical Report

Paper • 2506.04079 • Published Jun 4, 2025 • 1
utter-project/EuroLLM-22B-Instruct-2512

Text Generation • 23B • Updated Feb 6 • 6.92k • • 63
utter-project/EuroLLM-9B-Instruct

Text Generation • Updated Dec 9, 2024 • 12.2k • 206

CroissantLLM 🥐

CroissantLLM: A Truly Bilingual French-English Language Model

CroissantLLM: A Truly Bilingual French-English Language Model

Paper • 2402.00786 • Published Feb 1, 2024 • 26
croissantllm/CroissantLLMChat-v0.1

Text Generation • 1B • Updated Apr 26, 2024 • 3.93k • 52
croissantllm/CroissantLLMBase

Text Generation • Updated Aug 30, 2024 • 1.54k • 34
croissantllm/croissant_dataset

Viewer • Updated Oct 3, 2024 • 16.7B • 2.75k • 7

BERT-as-a-Judge

BERT-as-a-Judge: A Robust Alternative to Lexical Methods for Efficient Reference-Based LLM Evaluation

Paper • 2604.09497 • Published 26 days ago • 29
artefactory/BERTJudge

Text Classification • 0.2B • Updated 20 days ago • 339 • 7
artefactory/BERTJudge-Dataset

Updated 20 days ago • 641 • 2
BERT-as-a-Judge

Collection

10 items • Updated 20 days ago • 4

When Does Reasoning Matter?

A Controlled Study of Reasoning's Contribution to Model Performance.

When Does Reasoning Matter? A Controlled Study of Reasoning's Contribution to Model Performance

Paper • 2509.22193 • Published Sep 26, 2025 • 38
When-Does-Reasoning-Matter/general-reasoning-ift-pairs

Viewer • Updated Sep 29, 2025 • 2.97M • 141 • 4
When-Does-Reasoning-Matter/math-reasoning-ift-pairs

Viewer • Updated Oct 27, 2025 • 458k • 432 • 8

MLM vs CLM

Should We Still Pretrain Encoders with Masked Language Modeling?

Should We Still Pretrain Encoders with Masked Language Modeling?

Paper • 2507.00994 • Published Jul 1, 2025 • 81
MLM vs CLM

Collection

65 items • Updated Sep 25, 2025 • 1

ULD Loss (Universal LLMs Distillation)

The ULD loss, based on optimal transport, enables distillation across different LLM families without requiring shared tokenizers.

Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs

Paper • 2402.12030 • Published Feb 19, 2024 • 3
mistralai/Mistral-7B-Instruct-v0.2

Text Generation • 7B • Updated Jul 24, 2025 • 2.51M • • 3.13k
meta-llama/Llama-2-7b-chat-hf

Text Generation • Updated Apr 17, 2024 • 419k • 4.75k
EleutherAI/pythia-160m-deduped

Text Generation • 0.2B • Updated Jul 9, 2023 • 95.7k • 3