From 1ba6b09a40f1d31db41a8d11e0a176c6885cc738 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 26 May 2026 14:46:16 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mii-llm/open-zagreus-0.4B Source: Original Platform --- .gitattributes | 36 + README.md | 330 ++++++ chat_template.jinja | 6 + config.json | 30 + generation_config.json | 11 + model.safetensors | 3 + special_tokens_map.json | 23 + tokenizer.json | 3 + tokenizer_config.json | 2127 +++++++++++++++++++++++++++++++++++++++ 9 files changed, 2569 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 chat_template.jinja create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 model.safetensors create mode 100644 special_tokens_map.json create mode 100644 tokenizer.json create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..52373fe --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..c9fed57 --- /dev/null +++ b/README.md @@ -0,0 +1,330 @@ +--- +language: +- it +- en +license: apache-2.0 +tags: +- small-language-model +- slm +- edge-ai +- italian +- bilingual +- instruction-following +- open-source +- fully-reproducible +- llama +- nanotron +- axolotl +base_model: mii-llm/zagreus-0.4B-ita +model_type: llama +pipeline_tag: text-generation +library_name: transformers +datasets: +- DeepMount00/OpenItalianData +--- + +# Open-Zagreus-0.4B + +**Open-Zagreus-0.4B** is a fully open-source bilingual English/Italian Small Language Model (SLM) — open data, open weights, open recipe. It is post-trained on top of [Zagreus-0.4B-ita](https://huggingface.co/mii-llm/zagreus-0.4B-ita) using the publicly available [OpenItalianData](https://huggingface.co/datasets/DeepMount00/OpenItalianData) dataset published by Michele Montebovi, making the entire pipeline — from pre-training data to final weights — **fully reproducible by anyone**. + +This model is released by the [mii-llm](https://mii-llm.ai) community (*Made in Italy – Large Language Model*) as a contribution to the open-source Italian NLP ecosystem, demonstrating that it is possible to build competitive English/Italian language models using exclusively open resources. + +> ✅ **Fully open**: all training data, model weights, and training recipes are publicly available and reproducible. + +--- + +## Model Details + +| Property | Value | +|---|---| +| **Architecture** | Modified Llama-3.2 (fully dense) | +| **Parameters** | ~400M | +| **Hidden size** | 960 | +| **Layers** | 32 | +| **Attention heads** | 15 (KV heads: 5) | +| **Context length** | 4096 tokens | +| **Tokenizer** | Llama-3.2 (`vocab_size`: 128,256) | +| **Precision** | BF16 | +| **Languages** | English, Italian | +| **Base model** | mii-llm/zagreus-0.4B-ita | +| **SFT dataset** | [DeepMount00/OpenItalianData](https://huggingface.co/datasets/DeepMount00/OpenItalianData) | +| **Post-training framework** | Axolotl + FSDP | +| **Chat template** | ChatML | + +--- + +## Training Details + +### Base Model Pre-training + +`Open-Zagreus-0.4B` is built on `Zagreus-0.4B-ita`, pre-trained on approximately **1 trillion tokens**: + +| Dataset | Description | +|---|---| +| [FineWeb (350BT sample)](https://huggingface.co/datasets/HuggingFaceFW/fineweb/viewer/sample-350BT) | ~350B tokens of English web text | +| [FineWeb-2 (ita_Latn)](https://huggingface.co/datasets/HuggingFaceFW/fineweb-2/viewer/ita_Latn) | Italian web text | +| [FinePDFs (ita_Latn)](https://huggingface.co/datasets/HuggingFaceFW/finepdfs/viewer/ita_Latn) | Italian PDF documents | +| [StarCoder Data](https://huggingface.co/datasets/bigcode/starcoderdata) | ~250B tokens of code | + +**Token distribution**: ~400B English + ~400B Italian + ~200B Code +**Infrastructure**: 64× NVIDIA A100 GPUs (8 nodes × 8 GPUs) on Seeweb HPC +**Pre-training framework**: [Nanotron (mii-llm fork)](https://github.com/mii-llm/nanotron) + +### Post-training (SFT) + +Post-training was performed using **Axolotl** with FSDP across 4 nodes (32× A100 GPUs), using the fully public **OpenItalianData** dataset. + +**SFT dataset**: [DeepMount00/OpenItalianData](https://huggingface.co/datasets/DeepMount00/OpenItalianData) +**Dataset author**: Michele Montebovi + +**Key hyperparameters:** + +| Hyperparameter | Value | +|---|---| +| Optimizer | AdamW (fused) | +| Learning rate | `1e-3` | +| LR scheduler | Cosine (constant ratio: 0.8, min ratio: 0.3) | +| Epochs | 3 | +| Micro batch size | 1 | +| Gradient accumulation steps | 8 | +| Sequence length | 4096 | +| Max grad norm | 1.0 | +| Precision | BF16 + Flash Attention | +| FSDP strategy | FULL_SHARD | + +### Full Axolotl Configuration + +```yaml +base_model: giux78/zagreus-0.4B-ita +strict: false +output_dir: ./ale_outputs/opendata-zagreus-sft-final +seed: 42 +chat_template_jinja: "{%- for message in messages -%}\n {{- \"<|im_start|>\" + message.role + \"\\n\" + message.content + \"<|im_end|>\" + \"\\n\" -}}\n{%- endfor -%}\n{%- if add_generation_prompt -%}\n\t{{- \"<|im_start|>assistant\\n\" -}}\n{%- endif -%}" +datasets: + - path: /training/openitaliandata + type: chat_template + field_messages: conversation + roles_to_train: ["assistant"] + train_on_eos: turn + +dataset_prepared_path: ./ale_outputs/dataset_cache/opendata-zagreus-sft + +sequence_len: 4096 +sample_packing: true +eval_sample_packing: true +pad_to_sequence_len: true + +cosine_constant_lr_ratio: 0.8 +cosine_min_lr_ratio: 0.3 + +optimizer: adamw_torch_fused +lr_scheduler: constant +learning_rate: 1.0e-03 + +max_grad_norm: 1.0 +micro_batch_size: 1 +gradient_accumulation_steps: 8 +num_epochs: 3 + +bf16: auto +flash_attention: true +gradient_checkpointing: true + +logging_steps: 10 +eval_strategy: steps +eval_steps: 300 +save_strategy: steps +save_steps: 500 +save_total_limit: 3 +val_set_size: 10000 + +fsdp_config: + fsdp_sharding_strategy: FULL_SHARD + fsdp_auto_wrap_policy: TRANSFORMER_BASED_WRAP + fsdp_transformer_layer_cls_to_wrap: LlamaDecoderLayer + fsdp_backward_prefetch_policy: BACKWARD_PRE + fsdp_state_dict_type: FULL_STATE_DICT + +special_tokens: + pad_token: <|im_end|> + eos_token: <|im_end|> +``` + +--- + +## Chat Template + +This model uses the **ChatML** format: + +``` +<|im_start|>system +Sei un assistente utile.<|im_end|> +<|im_start|>user +Ciao! Come posso imparare l'italiano?<|im_end|> +<|im_start|>assistant +``` + +Special tokens: +- `pad_token`: `<|im_end|>` +- `eos_token`: `<|im_end|>` + +--- + +## Usage + +```python +from transformers import AutoTokenizer, AutoModelForCausalLM +import torch + +model_id = "mii-llm/open-zagreus-0.4B" + +tokenizer = AutoTokenizer.from_pretrained(model_id) +model = AutoModelForCausalLM.from_pretrained( + model_id, + torch_dtype=torch.bfloat16, + device_map="auto" +) + +messages = [ + {"role": "system", "content": "Sei un assistente utile e preciso."}, + {"role": "user", "content": "Raccontami qualcosa di interessante sull'Italia."} +] + +input_ids = tokenizer.apply_chat_template( + messages, + add_generation_prompt=True, + return_tensors="pt" +).to(model.device) + +output = model.generate( + input_ids, + max_new_tokens=512, + temperature=0.7, + do_sample=True +) + +print(tokenizer.decode(output[0][input_ids.shape[-1]:], skip_special_tokens=True)) +``` + +--- + +## Evaluation + +### Standard Benchmarks + +#### Evaluation Command + +```bash +lm-eval --model hf --model_args pretrained=giux78/Open-Zagreus-0.4B \ + --tasks m_mmlu_it,arc_it,hellaswag_it --device cuda:0 --batch_size 1 +``` + +#### Results + +| Model | MMLU IT ↑ | ARC IT ↑ | HellaSwag IT ↑ | **Average** | +|---|---|---|---|---| +| **Open-Zagreus-0.4B** | 0.2530 | 0.3020 | 0.3608 | **0.3053** | + +--- + +### Evalita Benchmark + +Evalita is a comprehensive Italian NLP evaluation suite covering a wide range of linguistic tasks. We evaluate Open-Zagreus-0.4B using the [evalita-mp](https://github.com/evalita) tasks and compare it directly against its base model (`Zagreus-0.4B-ita`) to measure the impact of SFT. + +#### Evaluation Command + +```bash +lm_eval --model hf \ + --model_args pretrained=giux78/Open-Zagreus-0.4B \ + --tasks evalita-mp \ + --device cuda:0 \ + --batch_size 1 +``` + +#### Results: Open-Zagreus-0.4B vs. Zagreus-0.4B-ita (Base) + +| Task | Metric | Zagreus-0.4B-ita (base) | **Open-Zagreus-0.4B (SFT)** | Δ | +|---|---|---|---|---| +| **Overall** | acc | 0.3226 | **0.3313** | **+0.0087** | +| Admission Test | acc | **0.2137** | 0.2083 | -0.0054 | +| FAQ | acc | **0.2681** | 0.2672 | -0.0009 | +| Hate Speech Detection | f1 | **0.6056** | 0.4340 | -0.1716 | +| Lexical Substitution | f1 | 0.0000 | 0.0000 | = | +| NER | f1 | **0.1611** | 0.1357 | -0.0254 | +| Relation Extraction | f1 | **0.1244** | 0.0000 | -0.1244 | +| Sentiment Analysis | f1 | 0.3660 | **0.3712** | +0.0052 | +| Summarization (Fanpage) | rouge1 | 0.1947 | **0.2305** | +0.0358 | +| Text Entailment | acc | 0.5133 | **0.5492** | +0.0359 | +| Word in Context | f1 | 0.4697 | **0.4880** | +0.0183 | + +#### Discussion + +The SFT stage delivers a net **+0.0087 overall improvement** on Evalita. Gains are most significant in generative and semantic tasks: + +- **Summarization** (+0.0358): the model produces more coherent and relevant summaries after instruction tuning +- **Text Entailment** (+0.0359): improved language understanding and reasoning +- **Word in Context** (+0.0183): better contextual semantic disambiguation +- **Sentiment Analysis** (+0.0052): marginal improvement in affective understanding + +Some structured classification tasks (Hate Speech Detection, Relation Extraction, NER) regress after SFT — a known phenomenon when general-purpose instruction tuning shifts the model away from the specific output format expected by these extractive tasks. This is expected behavior and not indicative of degraded general language quality. + +Overall, these results confirm that **a fully open-source pipeline — using only publicly available data and tools — is sufficient to produce a competitive Italian SLM**. + +--- + +## Reproducibility + +This is the only model in the Nesso/Zagreus family where **every component is fully open and reproducible**: + +| Component | Resource | +|---|---| +| Pre-training data | FineWeb, FineWeb-2, FinePDFs, StarCoder (all public) | +| Pre-training framework | [mii-llm/nanotron](https://github.com/mii-llm/nanotron) | +| SFT data | [DeepMount00/OpenItalianData](https://huggingface.co/datasets/DeepMount00/OpenItalianData) | +| SFT framework | [Axolotl](https://github.com/OpenAccess-AI-Collective/axolotl) | +| Evaluation | [lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness) | +| Model weights | This repository | +| Training config | See Axolotl configuration above | + +--- + +## Related Models + +| Model | Description | +|---|---| +| [Zagreus-0.4B-ita](https://huggingface.co/mii-llm/zagreus-0.4B-ita) | Base pre-trained model (this model's foundation) | +| [Nesso-0.4B-instruct](https://huggingface.co/mii-llm/nesso-0.4B-instruct) | Proprietary SFT — optimized for instruction following | +| [Nesso-0.4B-agentic](https://huggingface.co/mii-llm/nesso-0.4B-agentic) | Proprietary SFT — optimized for function calling and agentic tasks | + +--- + +## Citation + +If you use this model in your research, please cite: + +```bibtex +@misc{nesso2025, + title = {The Joy and Pain of Training an LLM from Scratch: + A Technical Report on the Zagreus and Nesso Model Families}, + author = {mii-llm community}, + year = {2025}, + howpublished = {\url{https://github.com/mii-llm/zagreus-nesso-slm}}, +} +``` + +--- + +## Acknowledgements + +- **Antonio Baldassarra** (CEO, Seeweb) and **Marco Cristofanilli** (Head of AI, Seeweb) for infrastructure sponsorship +- **Michele Montebovi** for publishing the [OpenItalianData](https://huggingface.co/datasets/DeepMount00/OpenItalianData) SFT dataset that makes this model fully reproducible +- The **Hugging Face** team for Nanotron, datatrove, FineWeb, and FineWeb-2 +- The **mii-llm** open-source community + +--- + +## License + +Released under the **Apache 2.0** license. + +> Made with ❤️ in Italy by [mii-llm](https://mii-llm.ai) \ No newline at end of file diff --git a/chat_template.jinja b/chat_template.jinja new file mode 100644 index 0000000..a1ab1be --- /dev/null +++ b/chat_template.jinja @@ -0,0 +1,6 @@ +{%- for message in messages -%} + {{- "<|im_start|>" + message.role + "\n" + message.content + "<|im_end|>" + "\n" -}} +{%- endfor -%} +{%- if add_generation_prompt -%} + {{- "<|im_start|>assistant\n" -}} +{%- endif -%} \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..41dfd64 --- /dev/null +++ b/config.json @@ -0,0 +1,30 @@ +{ + "architectures": [ + "LlamaForCausalLM" 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