From d3d7435ab69575befa01b1b3af7e9db191f9a78d Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 29 Jun 2026 07:09:16 +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: MoxoffSrL/Volare Source: Original Platform --- .gitattributes | 36 +++++ README.md | 96 ++++++++++++ config.json | 29 ++++ generation_config.json | 7 + model-00001-of-00004.safetensors | 3 + model-00002-of-00004.safetensors | 3 + model-00003-of-00004.safetensors | 3 + model-00004-of-00004.safetensors | 3 + model.safetensors.index.json | 261 +++++++++++++++++++++++++++++++ special_tokens_map.json | 30 ++++ tokenizer.json | 3 + tokenizer.model | 3 + tokenizer_config.json | 49 ++++++ 13 files changed, 526 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 model-00001-of-00004.safetensors create mode 100644 model-00002-of-00004.safetensors create mode 100644 model-00003-of-00004.safetensors create mode 100644 model-00004-of-00004.safetensors create mode 100644 model.safetensors.index.json create mode 100644 special_tokens_map.json create mode 100644 tokenizer.json create mode 100644 tokenizer.model 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..f38c766 --- /dev/null +++ b/README.md @@ -0,0 +1,96 @@ +--- +license: mit +language: +- it +- en +library_name: transformers +tags: +- sft +- it +- gemma +- chatml +--- + +# Model Information + +Volare is an updated version of [Gemma7B](https://huggingface.co/google/gemma-7b), specifically fine-tuned with SFT and LoRA adjustments. + +- It's trained on publicly available datasets, like [SQUAD-it](https://huggingface.co/datasets/squad_it), and datasets we've created in-house. +- it's designed to understand and maintain context, making it ideal for Retrieval Augmented Generation (RAG) tasks and applications requiring contextual awareness. + +# Evaluation + +We evaluated the model using the same test sets as used for the [Open Ita LLM Leaderboard](https://huggingface.co/spaces/FinancialSupport/open_ita_llm_leaderboard) + +| hellaswag_it acc_norm | arc_it acc_norm | m_mmlu_it 5-shot acc | Average | F1 | +|:----------------------| :--------------- | :-------------------- | :------- | :-- | +| 0.6474 | 0.4671 | 0.5521 | 0.555 | 69.82 | + + +## Usage + +Be sure to install these dependencies before running the program + +```python +!pip install transformers torch sentencepiece +``` + +```python +from transformers import AutoModelForCausalLM, AutoTokenizer + +device = "cpu" # if you want to use the gpu make sure to have cuda toolkit installed and change this to "cuda" + +model = AutoModelForCausalLM.from_pretrained("MoxoffSpA/Volare") +tokenizer = AutoTokenizer.from_pretrained("MoxoffSpA/Volare") + +question = """Quanto è alta la torre di Pisa?""" +context = """ +La Torre di Pisa è un campanile del XII secolo, famoso per la sua inclinazione. Alta circa 56 metri. +""" + +prompt = f"Domanda: {question}, contesto: {context}" + +messages = [ + {"role": "user", "content": prompt} +] + +encodeds = tokenizer.apply_chat_template(messages, return_tensors="pt") + +model_inputs = encodeds.to(device) +model.to(device) + +generated_ids = model.generate( + model_inputs, # The input to the model + max_new_tokens=128, # Limiting the maximum number of new tokens generated + do_sample=True, # Enabling sampling to introduce randomness in the generation + temperature=0.1, # Setting temperature to control the randomness, lower values make it more deterministic + top_p=0.95, # Using nucleus sampling with top-p filtering for more coherent generation + eos_token_id=tokenizer.eos_token_id # Specifying the token that indicates the end of a sequence +) + +decoded_output = tokenizer.decode(generated_ids[0], skip_special_tokens=True) +trimmed_output = decoded_output.strip() +print(trimmed_output) +``` + +## Bias, Risks and Limitations + +Volare has not been aligned to human preferences for safety within the RLHF phase or deployed with in-the-loop filtering of +responses like ChatGPT, so the model can produce problematic outputs (especially when prompted to do so). It is also unknown what the size and composition +of the corpus was used to train the base model, however it is likely to have included a mix of Web data and technical sources +like books and code. + +## Links to resources + +- SQUAD-it dataset: https://huggingface.co/datasets/squad_it +- Gemma-7b model: https://huggingface.co/google/gemma-7b +- Open Ita LLM Leaderbord: https://huggingface.co/spaces/FinancialSupport/open_ita_llm_leaderboard + +## Quantized versions + +We have published as well the 4 bit and 8 bit versions of this model: +https://huggingface.co/MoxoffSpA/VolareQuantized + +## The Moxoff Team + +Jacopo Abate, Marco D'Ambra, Luigi Simeone, Gianpaolo Francesco Trotta \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..bab5e81 --- /dev/null +++ b/config.json @@ -0,0 +1,29 @@ +{ + "_name_or_path": "google/gemma-7b", + "architectures": [ + "GemmaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + 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