From b37dce52c6335ac93f1b9bf5793f30a85ef477eb Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 15 May 2026 21:14:05 +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: TheFinAI/plutus-8B-instruct Source: Original Platform --- .gitattributes | 36 + README.md | 207 +++ config.json | 40 + generation_config.json | 12 + 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 | 298 +++++ special_tokens_map.json | 37 + tokenizer.json | 3 + tokenizer_config.json | 2066 ++++++++++++++++++++++++++++++ 12 files changed, 2711 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_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..55ab7f4 --- /dev/null +++ b/README.md @@ -0,0 +1,207 @@ +--- +library_name: transformers +tags: +- finance +- greek +license: llama3.1 +language: +- el +base_model: +- ilsp/Llama-Krikri-8B-Instruct +--- + +# Model Card for plutus-8B-instruct + +This model is an instruction-tuned large language model specialized for Greek financial texts. It is based on the ilsp/Llama-Krikri-8B-Instruct model and has been fine-tuned using Low-Rank Adaptation (LoRA) on a mixed Greek financial dataset. + +## Model Details + +### Model Description + +This model card describes plutus-8B-instruct, a model developed by The Fin AI and finetuned to serve Greek-centric financial language tasks. The model leverages parameter-efficient fine-tuning (PEFT) via LoRA and is designed to generate or understand financial texts in Greek. The training was carried out with a local command-line backend with logging managed via TensorBoard. + +- **Developed and Funded by:** NaCTeM, Archimedes RC, The Fin AI +- **Model type:** Instruction-tuned large language model, specialized for low-resource domains such as Greek finance +- **Language(s) (NLP):** Greek +- **License:** LlaMA 3.1 Community License +- **Finetuned from model [optional]:** ilsp/Llama-Krikri-8B-Instruct + +### Model Sources + +- **Repository:** https://huggingface.co/TheFinAI/plutus-8B-instruct +- **Paper:** https://arxiv.org/abs/2502.18772 +- **Demo:** https://huggingface.co/spaces/TheFinAI/plutus-8B-instruct + +## Uses + +### Direct Use + +Plutus-8B-instruct can be directly applied in Greek finance applications such as answering user queries, summarizing financial reports, or generating context-aware financial planning text. Users should ensure that input texts align with the financial domain to achieve optimal performance. + +### Downstream Use + +The model can be integrated into larger systems such as chatbots, recommendation systems, or data analysis pipelines focusing on Greek financial markets. Fine-tuning on domain-specific datasets might further improve performance for specialized tasks. + +### Out-of-Scope Use + +This model is not designed for non-financial applications or for languages other than Greek, and may not perform reliably if used outside of the Greek financial context. It should not be used for high-stakes financial decision-making without additional verification. + +## Bias, Risks, and Limitations + +As with many LLMs, plutus-8B-instruct may exhibit biases present in the training data, and its outputs may require human review in sensitive contexts. Users should be aware that the model may generate plausible-sounding yet factually inaccurate or biased financial advice. + +### Recommendations + +Users (both direct and downstream) should critically evaluate the outputs in the context of local regulations and financial best practices. It is recommended to apply additional validation measures when deploying the model in production environments. + +## How to Get Started with the Model + +To load and run plutus-8B-instruct, you can use the Hugging Face Transformers library. For example: + +```python +from transformers import AutoModelForCausalLM, AutoTokenizer + +model_name = "TheFinAI/plutus-8B-instruct" +tokenizer = AutoTokenizer.from_pretrained(model_name) +model = AutoModelForCausalLM.from_pretrained(model_name) + +prompt = "Παρακαλώ δώσε μου ανάλυση για την οικονομική κατάσταση της Ελλάδας." +inputs = tokenizer(prompt, return_tensors="pt") +outputs = model.generate(**inputs) +print(tokenizer.decode(outputs[0], skip_special_tokens=True)) +``` + +Additional details for running with mixed precision, LoRA configuration, or int4 quantization can be found in the training documentation. + +## Training Details + +### Training Data + +The model was fine-tuned using the dataset available at https://huggingface.co/collections/TheFinAI/plutus-benchmarking-greek-financial-llms-67bc718fb8d897c65f1e87db. The training split ("train") was used, and the dataset contains various Greek financial texts. + +### Training Procedure + +The finetuning process used parameter-efficient fine-tuning (PEFT) with LoRA. The base model was ilsp/Llama-Krikri-8B-Instruct, and the training was executed on a local CLI backend with logs monitored via TensorBoard. + +#### Preprocessing + +Inputs were tokenized with a specialized tokenizer configured for the Greek language, and a chat template was applied to structure the conversational data accordingly. Padding was applied to the right as per the configuration. + +#### Training Hyperparameters + +- **Block size:** 4096 +- **Model max length:** 42000 +- **Epochs:** 3 +- **Batch size:** 1 +- **Learning rate:** 0.0005 +- **PEFT (LoRA):** Enabled with: + - lora_r: 16 + - lora_alpha: 32 + - lora_dropout: 0 +- **Quantization:** int4 +- **Target Modules:** all-linear +- **Optimizer:** adamw_torch +- **Scheduler:** cosine +- **Gradient accumulation:** 4 +- **Mixed precision:** bf16 + +#### Speeds, Sizes, Times + +Training was performed on locally available hardware. Specific details on throughput, training runtime, and checkpoint sizes will be provided in subsequent documentation. + +## Evaluation + +### Testing Data, Factors & Metrics + +#### Testing Data + +Evaluation was performed on reserved portions of the training dataset and additional financial texts. For detailed information, users should refer to the corresponding Dataset Card for https://huggingface.co/collections/TheFinAI/plutus-benchmarking-greek-financial-llms-67bc718fb8d897c65f1e87db + +#### Factors + +The evaluation considered multiple aspects including: +- Domain-specific performance (Greek financial texts) +- General language understanding within Greek +- Response coherence and factual relevance + +#### Metrics + +Evaluation metrics included standard language generation measures as well as domain-specific qualitative assessments. Further discussion on the metrics used will be provided in future updates. + +### Results + +Evaluated across multiple Greek financial NLP tasks. **Bold values** denote the highest scores, while _underlined_ values indicate the second-highest scores in each column. + +| Model | GRFinNUM (Entity F1) | GRFinNER (Entity F1) | GRFinQA (Acc) | GRFNS-2023 (Rouge-1) | GRMultiFin (Acc) | Mean | +|--------------|----------------------|----------------------|--------------|----------------------|----------------|-------| +| **Open-source Small Models** | +| LLaMA-3.2-1B | 0.00 | 0.00 | 0.29 | 0.14 | 0.39 | 0.16 | +| LLaMA-3-8b | 0.00 | 0.13 | 0.33 | 0.07 | 0.70 | 0.25 | +| LLaMA-3.1-8b | 0.10 | 0.21 | 0.40 | 0.20 | 0.54 | 0.29 | +| Qwen2.5-1.5B | 0.00 | 0.00 | 0.36 | 0.02 | 0.31 | 0.14 | +| Qwen2.5-7B | 0.00 | 0.13 | 0.43 | 0.07 | 0.54 | 0.23 | +| Gemma-2-2B | 0.00 | 0.16 | 0.22 | 0.03 | 0.41 | 0.16 | +| Gemma-2-9B | 0.02 | 0.05 | 0.31 | 0.06 | 0.61 | 0.21 | +| Mistral-7B | 0.00 | 0.00 | 0.30 | 0.14 | 0.39 | 0.17 | +| **Open-source Large Models** | +| Deepseek-V3 | 0.07 | 0.00 | 0.50 | **0.38** | 0.61 | 0.31 | +| LLaMA-3-70B | 0.05 | 0.45 | 0.60 | 0.08 | 0.61 | 0.36 | +| Qwen2.5-32B | 0.37 | 0.55 | 0.60 | 0.10 | _0.70_ | 0.47 | +| Qwen2.5-72B | _0.32_ | 0.39 | _0.74_ | 0.04 | **0.72** | 0.44 | +| Gemma-2-27B | 0.18 | 0.18 | 0.25 | 0.09 | 0.61 | 0.26 | +| **Proprietary Models** | +| GPT-3.5-Turbo | 0.14 | 0.30 | 0.51 | 0.31 | 0.50 | 0.35 | +| GPT-4o-Mini | 0.25 | 0.30 | 0.12 | _0.36_ | 0.59 | 0.32 | +| GPT-4o | 0.09 | 0.31 | **0.78** | 0.26 | 0.59 | 0.41 | +| GPT-4 | _0.28_ | _0.60_ | 0.71 | **0.38** | 0.63 | **0.52** | +| **English Financial Models** | +| Finma-7B | 0.00 | 0.00 | 0.25 | 0.11 | 0.35 | 0.14 | +| FinLLaMA-8B | 0.00 | 0.00 | 0.28 | 0.03 | 0.38 | 0.14 | +| **Greek General Models** | +| Meltemi-7B | 0.12 | 0.50 | 0.48 | 0.19 | 0.43 | 0.34 | +| Llama-Kríkri-8B | 0.19 | 0.45 | 0.57 | 0.22 | 0.39 | 0.36 | +| **Greek Financial Models** | +| Plutus-8B | **0.70** | **0.57** | _0.64_ | _0.34_ | **0.72** | **0.60** | + +#### Summary + +In summary, plutus-8B-instruct is a domain-specific, instruction-tuned large language model optimized for Greek finance applications. Although it performs well in targeted scenarios, users are advised to validate its outputs carefully. + +## Citation + +**BibTeX:** + +```bibtex +@misc{peng2025plutusbenchmarkinglargelanguage, + title={Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance}, + author={Xueqing Peng and Triantafillos Papadopoulos and Efstathia Soufleri and Polydoros Giannouris and Ruoyu Xiang and Yan Wang and Lingfei Qian and Jimin Huang and Qianqian Xie and Sophia Ananiadou}, + year={2025}, + eprint={2502.18772}, + archivePrefix={arXiv}, + primaryClass={cs.CL}, + url={https://arxiv.org/abs/2502.18772}, +} +``` + +**APA:** + +Peng, X., Papadopoulos, T., Soufleri, E., Giannouris, P., Xiang, R., Wang, Y., Qian, L., Huang, J., Xie, Q., & Ananiadou, S. (2025). Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance. arXiv preprint arXiv:2502.18772. https://arxiv.org/abs/2502.18772 + +## Glossary + +- PEFT: Parameter-Efficient Fine-Tuning. +- LoRA: Low-Rank Adaptation, a technique to reduce the number of trainable parameters. +- BF16: bfloat16, a mixed precision format used to optimize training speed. +- Int4 Quantization: A lower precision format aimed at reducing model size and inference latency. + +## More Information + +For more details regarding training logs, dataset preparations, and further technical insights, please refer to the associated GitHub repositories and documentation provided by The Fin AI. + +## Model Card Authors + +The model card was prepared by The Fin AI with inputs from the Hugging Face community. + +## Model Card Contact + +For additional questions or feedback, please contact The Fin AI. \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..b42327a --- 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+ "128254": { + "content": "<|reserved_special_token_246|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128255": { + "content": "<|reserved_special_token_247|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "<|begin_of_text|>", + "chat_template": "{{- bos_token }}\n{%- if custom_tools is defined %}\n {%- set tools = custom_tools %}\n{%- endif %}\n{%- if not tools_in_user_message is defined %}\n {%- set tools_in_user_message = true %}\n{%- endif %}\n{%- if not date_string is defined %}\n {%- set date_string = \"26 Jul 2024\" %}\n{%- endif %}\n{%- if not tools is defined %}\n {%- set tools = none %}\n{%- endif %}\n\n{#- This block extracts the system message, so we can slot it into the right place. #}\n{%- if messages[0]['role'] == 'system' %}\n {%- set system_message = messages[0]['content']|trim %}\n {%- set messages = messages[1:] %}\n{%- else %}\n {%- set system_message = \"\" %}\n{%- endif %}\n\n{#- System message + builtin tools #}\n{{- \"<|start_header_id|>system<|end_header_id|>\\n\\n\" }}\n{%- if builtin_tools is defined or tools is not none %}\n {{- \"Environment: ipython\\n\" }}\n{%- endif %}\n{%- if builtin_tools is defined %}\n {{- \"Tools: \" + builtin_tools | reject('equalto', 'code_interpreter') | join(\", \") + \"\\n\\n\"}}\n{%- endif %}\n{{- \"Cutting Knowledge Date: December 2023\\n\" }}\n{{- \"Today Date: \" + date_string + \"\\n\\n\" }}\n{%- if tools is not none and not tools_in_user_message %}\n {{- \"You have access to the following functions. To call a function, please respond with JSON for a function call.\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\\n\\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\\n\\n\" }}\n {%- endfor %}\n{%- endif %}\n{{- system_message }}\n{{- \"<|eot_id|>\" }}\n\n{#- Custom tools are passed in a user message with some extra guidance #}\n{%- if tools_in_user_message and not tools is none %}\n {#- Extract the first user message so we can plug it in here #}\n {%- if messages | length != 0 %}\n {%- set first_user_message = messages[0]['content']|trim %}\n {%- set messages = messages[1:] %}\n {%- else %}\n {{- raise_exception(\"Cannot put tools in the first user message when there's no first user message!\") }}\n{%- endif %}\n {{- '<|start_header_id|>user<|end_header_id|>\\n\\n' -}}\n {{- \"Given the following functions, please respond with a JSON for a function call \" }}\n {{- \"with its proper arguments that best answers the given prompt.\\n\\n\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\\n\\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\\n\\n\" }}\n {%- endfor %}\n {{- first_user_message + \"<|eot_id|>\"}}\n{%- endif %}\n\n{%- for message in messages %}\n {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %}\n {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\\n\\n'+ message['content'] | trim + '<|eot_id|>' }}\n {%- elif 'tool_calls' in message %}\n {%- if not message.tool_calls|length == 1 %}\n {{- raise_exception(\"This model only supports single tool-calls at once!\") }}\n {%- endif %}\n {%- set tool_call = message.tool_calls[0].function %}\n {%- if builtin_tools is defined and tool_call.name in builtin_tools %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' -}}\n {{- \"<|python_tag|>\" + tool_call.name + \".call(\" }}\n {%- for arg_name, arg_val in tool_call.arguments | items %}\n {{- arg_name + '=\"' + arg_val + '\"' }}\n {%- if not loop.last %}\n {{- \", \" }}\n {%- endif %}\n {%- endfor %}\n {{- \")\" }}\n {%- else %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' -}}\n {{- '{\"name\": \"' + tool_call.name + '\", ' }}\n {{- '\"parameters\": ' }}\n {{- tool_call.arguments | tojson }}\n {{- \"}\" }}\n {%- endif %}\n {%- if builtin_tools is defined %}\n {#- This means we're in ipython mode #}\n {{- \"<|eom_id|>\" }}\n {%- else %}\n {{- \"<|eot_id|>\" }}\n {%- endif %}\n {%- elif message.role == \"tool\" or message.role == \"ipython\" %}\n {{- \"<|start_header_id|>ipython<|end_header_id|>\\n\\n\" }}\n {%- if message.content is mapping or message.content is iterable %}\n {{- message.content | tojson }}\n {%- else %}\n {{- message.content }}\n {%- endif %}\n {{- \"<|eot_id|>\" }}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' }}\n{%- endif %}\n", + "clean_up_tokenization_spaces": true, + "cls_token": "<|begin_of_text|>", + "eos_token": "<|eot_id|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 42000, + "pad_token": "<|reserved_special_token_247|>", + "sep_token": "<|eot_id|>", + "tokenizer_class": "PreTrainedTokenizerFast" +}