From 08efe4ff328a8abbb96c8652be6573f066de8365 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 7 May 2026 10:58:53 +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: recogna-nlp/internlm-chatbode-7b Source: Original Platform --- .gitattributes | 35 + README.md | 242 ++++ _1add1e52-f428-4c7c-bab2-3c6958e029fa.jpeg | Bin 0 -> 82701 bytes config.json | 36 + configuration_internlm2.py | 151 +++ 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 | 234 ++++ modeling_internlm2.py | 1391 ++++++++++++++++++++ special_tokens_map.json | 38 + tokenization_internlm2.py | 236 ++++ tokenization_internlm2_fast.py | 214 +++ tokenizer.model | 3 + tokenizer_config.json | 102 ++ 17 files changed, 2701 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 _1add1e52-f428-4c7c-bab2-3c6958e029fa.jpeg create mode 100644 config.json create mode 100644 configuration_internlm2.py 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 modeling_internlm2.py create mode 100644 special_tokens_map.json create mode 100644 tokenization_internlm2.py create mode 100644 tokenization_internlm2_fast.py create mode 100644 tokenizer.model create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a6344aa --- /dev/null +++ b/.gitattributes @@ -0,0 +1,35 @@ +*.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 diff --git a/README.md b/README.md new file mode 100644 index 0000000..0ac4418 --- /dev/null +++ b/README.md @@ -0,0 +1,242 @@ +--- +library_name: transformers +model-index: +- name: internlm-chatbode-7b + results: + - task: + type: text-generation + name: Text Generation + dataset: + name: ENEM Challenge (No Images) + type: eduagarcia/enem_challenge + split: train + args: + num_few_shot: 3 + metrics: + - type: acc + value: 63.05 + name: accuracy + source: + url: >- + https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=recogna-nlp/internlm-chatbode-7b + name: Open Portuguese LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: BLUEX (No Images) + type: eduagarcia-temp/BLUEX_without_images + split: train + args: + num_few_shot: 3 + metrics: + - type: acc + value: 51.46 + name: accuracy + source: + url: >- + https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=recogna-nlp/internlm-chatbode-7b + name: Open Portuguese LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: OAB Exams + type: eduagarcia/oab_exams + split: train + args: + num_few_shot: 3 + metrics: + - type: acc + value: 42.32 + name: accuracy + source: + url: >- + https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=recogna-nlp/internlm-chatbode-7b + name: Open Portuguese LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: Assin2 RTE + type: assin2 + split: test + args: + num_few_shot: 15 + metrics: + - type: f1_macro + value: 91.33 + name: f1-macro + source: + url: >- + https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=recogna-nlp/internlm-chatbode-7b + name: Open Portuguese LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: Assin2 STS + type: eduagarcia/portuguese_benchmark + split: test + args: + num_few_shot: 15 + metrics: + - type: pearson + value: 80.69 + name: pearson + source: + url: >- + https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=recogna-nlp/internlm-chatbode-7b + name: Open Portuguese LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: FaQuAD NLI + type: ruanchaves/faquad-nli + split: test + args: + num_few_shot: 15 + metrics: + - type: f1_macro + value: 79.8 + name: f1-macro + source: + url: >- + https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=recogna-nlp/internlm-chatbode-7b + name: Open Portuguese LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: HateBR Binary + type: ruanchaves/hatebr + split: test + args: + num_few_shot: 25 + metrics: + - type: f1_macro + value: 87.99 + name: f1-macro + source: + url: >- + https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=recogna-nlp/internlm-chatbode-7b + name: Open Portuguese LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: PT Hate Speech Binary + type: hate_speech_portuguese + split: test + args: + num_few_shot: 25 + metrics: + - type: f1_macro + value: 68.09 + name: f1-macro + source: + url: >- + https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=recogna-nlp/internlm-chatbode-7b + name: Open Portuguese LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: tweetSentBR + type: eduagarcia/tweetsentbr_fewshot + split: test + args: + num_few_shot: 25 + metrics: + - type: f1_macro + value: 61.11 + name: f1-macro + source: + url: >- + https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=recogna-nlp/internlm-chatbode-7b + name: Open Portuguese LLM Leaderboard +language: +- pt +pipeline_tag: text-generation +--- + +# internlm-chatbode-7b + + +

+ ChatBode Logo +

+ +O InternLm-ChatBode é um modelo de linguagem ajustado para o idioma português, desenvolvido a partir do modelo [InternLM2](https://huggingface.co/internlm/internlm2-chat-7b). Este modelo foi refinado através do processo de fine-tuning utilizando o dataset UltraAlpaca. + +## Características Principais + +- **Modelo Base:** [internlm/internlm2-chat-7b](internlm/internlm2-chat-7b) +- **Dataset para Fine-tuning:** UltraAlpaca +- **Treinamento:** O treinamento foi realizado a partir do fine-tuning, usando QLoRA, do internlm2-chat-7b. + +## Exemplo de uso + +A seguir um exemplo de código de como carregar e utilizar o modelo: + +```python +import torch +from transformers import AutoTokenizer, AutoModelForCausalLM +tokenizer = AutoTokenizer.from_pretrained("recogna-nlp/internlm-chatbode-7b", trust_remote_code=True) +model = AutoModelForCausalLM.from_pretrained("recogna-nlp/internlm-chatbode-7b", torch_dtype=torch.float16, trust_remote_code=True).cuda() +model = model.eval() +response, history = model.chat(tokenizer, "Olá", history=[]) +print(response) +response, history = model.chat(tokenizer, "O que é o Teorema de Pitágoras? Me dê um exemplo", history=history) +print(response) +``` + +As respostas podem ser geradas via stream utilizando o método `stream_chat`: + +```python +import torch +from transformers import AutoModelForCausalLM, AutoTokenizer + +model_path = "recogna-nlp/internlm-chatbode-7b" +model = AutoModelForCausalLM.from_pretrained(model_path, torch_dtype=torch.float16, trust_remote_code=True).cuda() +tokenizer = AutoTokenizer.from_pretrained(model_path, trust_remote_code=True) + +model = model.eval() +length = 0 +for response, history in model.stream_chat(tokenizer, "Olá", history=[]): + print(response[length:], flush=True, end="") + length = len(response) +``` + +# Open Portuguese LLM Leaderboard Evaluation Results + +Detailed results can be found [here](https://huggingface.co/datasets/eduagarcia-temp/llm_pt_leaderboard_raw_results/tree/main/recogna-nlp/internlm-chatbode-7b) and on the [🚀 Open Portuguese LLM Leaderboard](https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard) + +| Metric | Value | +|--------------------------|---------| +|Average |**69.54**| +|ENEM Challenge (No Images)| 63.05| +|BLUEX (No Images) | 51.46| +|OAB Exams | 42.32| +|Assin2 RTE | 91.33| +|Assin2 STS | 80.69| +|FaQuAD NLI | 79.80| +|HateBR Binary | 87.99| +|PT Hate Speech Binary | 68.09| +|tweetSentBR | 61.11| + + +## Citação +Se você deseja utilizar o Chatbode em sua pesquisa, cite-o da seguinte maneira: + +``` +@misc {chatbode_2024, + author = { Gabriel Lino Garcia, Pedro Henrique Paiola and and João Paulo Papa}, + title = { Chatbode }, + year = {2024}, + url = { https://huggingface.co/recogna-nlp/internlm-chatbode-7b/ }, + doi = { 10.57967/hf/3317 }, + publisher = { Hugging Face } +} +``` \ No newline at end of file diff --git a/_1add1e52-f428-4c7c-bab2-3c6958e029fa.jpeg b/_1add1e52-f428-4c7c-bab2-3c6958e029fa.jpeg new file mode 100644 index 0000000000000000000000000000000000000000..0bc6ec50c760f88363ef0a5e4a2565fd738846c0 GIT binary patch literal 82701 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