commit 53e1bf2a058d571db52de4f76f3645eb2bc04ae5
Author: ModelHub XC <noreply@modelhub.org.cn>
Date:   Fri Apr 10 20:31:59 2026 +0800

    初始化项目，由ModelHub XC社区提供模型
    
    Model: tartuNLP/Apertus-EstLLM-8B-1125
    Source: Original Platform

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diff --git a/LICENSE.txt b/LICENSE.txt
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diff --git a/README.md b/README.md
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+---
+library_name: transformers
+license: apache-2.0
+language:
+- et
+- en
+base_model:
+- swiss-ai/Apertus-8B-2509
+datasets:
+- HuggingFaceTB/smollm-corpus
+- HuggingFaceTB/finemath
+- instruction-pretrain/general-instruction-augmented-corpora
+pipeline_tag: text-generation
+---
+
+![image/png](assets/logo-sinine.png)
+
+# Apertus EstLLM 8B 1125 Base
+> Please note that this is a base text completion model that has not been instruction-tuned. It is intended for fine-tuning on downstream tasks rather than direct use for chat or instruction-following.
+
+
+The original [swiss-ai/Apertus-8B-2509](https://huggingface.co/swiss-ai/Apertus-8B-2509) underwent continuous pre-training starting on approximately 35B tokens.
+Continued pre-training was performed for a single epoch on:
+- Estonian National Corpus (8.6B tokens)
+- Python-Edu (3.3B tokens)
+- FineMath4-Plus (9.5B tokens)
+- General Instruction-Augmented Corpora (7.4B tokens)
+- Cosmopedia v2 (6.9B tokens)
+
+## Model Details
+
+### Model Description
+
+
+- **Developed by:** [TartuNLP](https://huggingface.co/tartuNLP) and [TalTechNLP](https://huggingface.co/TalTechNLP) research groups
+- **Funded by:** Estonian Ministry of Education and Research, “Estonian Language Technology Program 2018-2027”
+- **Model type:** Causal Language Model
+- **Language(s) (NLP):** Estonian, English
+- **License:** Apache 2.0
+- **Finetuned from model:** [swiss-ai/Apertus-8B-2509](https://huggingface.co/swiss-ai/Apertus-8B-2509)
+
+## Evaluation
+
+## Logits-based
+
+### Estonian
+
+| Model (# parameters ↓) | belebele-et  | exam-et | grammar-et | inflection-et | trivia-et | winogrande-et | xcopa-et | GlobalPIQA-et|
+|-------|-----------------------------------|--------------------|-----------------|---------------|---------------|---------------|-----------|----|
+| utter-project/EuroLLM-9B| 0.699 | _**0.618**_ | 0.663 | 0.44 | 0.371 | 0.692 | 0.712 | 0.69 |
+| mistralai/Ministral-3-8B-Base-2512 | 0.263 | 0.528 | 0.641 | 0.585 | 0.316 | 0.623 | 0.56 | 0.6 |
+| swiss-ai/Apertus-8B-2509 | 0.768 | 0.607 | 0.789 | 0.478 | 0.329 | 0.711 | 0.678 | 0.73 |
+| meta-llama/Llama-3.1-8B | 0.67 | 0.447 | 0.658 | _**0.587**_ | 0.3 | 0.596 | 0.532 | 0.53 |
+| **tartuNLP/Apertus-EstLLM-8B-1125** | **0.788** | **0.636** | _**0.834**_ | 0.523 | _**0.389**_ | **0.752** | _**0.73**_ | **0.79** |
+| tartuNLP/Llama-3.1-EstLLM-8B-0525 | _**0.772**_ | 0.57 | **0.875** | **0.619** | **0.449** | _**0.74**_ | **0.752** | _**0.78**_ |
+| Llammas-base | 0.387 | 0.462 | 0.538  | 0.269  | 0.336 | 0.697 | 0.686 | 0.76 |
+| BSC-LT/salamandra-7b | 0.448 | 0.505 | 0.699 | 0.268 | 0.296 | 0.673 | 0.658 | 0.71 |
+| Qwen/Qwen2.5-7B | 0.664 | 0.455  | 0.654 | 0.452 | 0.29 | 0.53 | 0.494 | 0.54 |
+
+### English
+
+
+| Model (# parameters ↓) | belebele-en | MMLU-Redux | winogrande |
+|-------|-----------------------------------|---------------|----| 
+| utter-project/EuroLLM-9B | 0.773 | 0.557 | 0.732 |
+| mistralai/Ministral-3-8B-Base-2512 | 0.897 | _**0.729**_ | _**0.771**_ |
+| swiss-ai/Apertus-8B-2509 | 0.827 | 0.598 | 0.761 |
+| meta-llama/Llama-3.1-8B | _**0.873**_ | 0.649 | **0.785** |
+| **tartuNLP/Apertus-EstLLM-8B-1125** | 0.843 | 0.625 | 0.763 |
+| tartuNLP/Llama-3.1-EstLLM-8B-0525 | 0.87 | 0.627 | 0.766 |
+| tartuNLP/Llammas-base | 0.45 | 0.35 | 0.72 |
+| BSC-LT/salamandra-7b | 0.531 | 0.449 | 0.706 |
+| Qwen/Qwen2.5-7B | **0.912** | **0.75** | 0.751 |
+
+### Translation
+
+
+| Model (# parameters ↓) | flores en→et (BLEU) | flores et→en (BLEU) |
+|-------|-----------------------------------|---------------|
+| utter-project/EuroLLM-9B | **29.0** | **41.2** |
+| mistralai/Ministral-3-8B-Base-2512 | 12.6 | 29.6 |
+| swiss-ai/Apertus-8B-2509 | 25.0 | _**38.5**_ |
+| meta-llama/Llama-3.1-8B | 13.5 | 33.7 |
+| **tartuNLP/Apertus-EstLLM-8B-1125** |  27.4 | 37.4 |
+| tartuNLP/Llama-3.1-EstLLM-8B-0525 |  _**28.1**_ | 36.8 |
+| tartuNLP/Llammas-base | 22.0 | 32.7 |
+| BSC-LT/salamandra-7b | 14.7 | 18.2 |
+| Qwen/Qwen2.5-7B | 5.1 | 27.5 |
+
+## Limitations
+
+In addition to the limitations of the original Apertus 8B model, this model has the following:
+
+- Somewhat limited context size due to the continued training being done with the sequence length of 4096 tokens.
+
+## Citation 
+
+```
+@misc{dorkin2026estllmenhancingestoniancapabilities,
+      title={{EstLLM: Enhancing Estonian Capabilities in Multilingual LLMs via Continued Pretraining and Post-Training}}, 
+      author={Aleksei Dorkin and Taido Purason and Emil Kalbaliyev and Hele-Andra Kuulmets and Marii Ojastu and Mark Fišel and Tanel Alumäe and Eleri Aedmaa and Krister Kruusmaa and Kairit Sirts},
+      year={2026},
+      eprint={2603.02041},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2603.02041}, 
+}
+```
\ No newline at end of file
diff --git a/USAGE_POLICY.md b/USAGE_POLICY.md
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+Apertus LLM Acceptable Use Policy
+
+(v1.0 | September 1, 2025)
+
+The Swiss National AI Institute (SNAI) is a partnership between the two Swiss Federal Institutes of Technology, ETH Zurich and EPFL.
+
+By using the Apertus LLM you agree to indemnify, defend, and hold harmless ETH Zurich and EPFL against any third-party claims arising from your use of Apertus LLM.
+
+The training data and the Apertus LLM may contain or generate information that directly or indirectly refers to an identifiable individual (Personal Data). You process Personal Data as independent controller in accordance with applicable data protection law. SNAI will regularly provide a file with hash values for download which you can apply as an output filter to your use of our Apertus LLM. The file reflects data protection deletion requests which have been addressed to SNAI as the developer of the Apertus LLM. It allows you to remove Personal Data contained in the model output. We strongly advise downloading and applying this output filter from SNAI every six months following the release of the model.
diff --git a/assets/logo-sinine.png b/assets/logo-sinine.png
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diff --git a/config.json b/config.json
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+++ b/config.json
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+{
+  "architectures": [
+    "ApertusForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "dtype": "bfloat16",
+  "eos_token_id": 68,
+  "hidden_act": "xielu",
+  "hidden_dropout": 0.0,
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 21504,
+  "max_position_embeddings": 65536,
+  "mlp_bias": false,
+  "model_type": "apertus",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pad_token_id": 3,
+  "post_norm": false,
+  "qk_norm": true,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": {
+    "factor": 8.0,
+    "high_freq_factor": 4.0,
+    "low_freq_factor": 1.0,
+    "original_max_position_embeddings": 8192,
+    "rope_type": "llama3",
+    "type": "llama3"
+  },
+  "rope_theta": 12000000,
+  "tie_word_embeddings": false,
+  "transformers_version": "4.57.3",
+  "use_cache": false,
+  "vocab_size": 131072
+}
diff --git a/generation_config.json b/generation_config.json
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--- /dev/null
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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": [
+    2,
+    68,
+    72
+  ],
+  "transformers_version": "4.57.3"
+}
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+}
diff --git a/special_tokens_map.json b/special_tokens_map.json
new file mode 100644
index 0000000..a782b2f
--- /dev/null
+++ b/special_tokens_map.json
@@ -0,0 +1,30 @@
+{
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+  }
+}
diff --git a/tokenizer.json b/tokenizer.json
new file mode 100644
index 0000000..dc66314
--- /dev/null
+++ b/tokenizer.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb201fb226cde11f66c3cf51c5344fb37b1611f00c21e75c324546d854eff2e1
+size 17078480
diff --git a/tokenizer_config.json b/tokenizer_config.json
new file mode 100644
index 0000000..065c607
--- /dev/null
+++ b/tokenizer_config.json
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