From 141d9714c1714f92613777592d99782643948859 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 25 Oct 2026 20:30:21 +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: 22h/open-cabrita3b Source: Original Platform --- .gitattributes | 35 ++++ README.md | 138 ++++++++++++++++ config.json | 26 +++ generation_config.json | 7 + pytorch_model-00001-of-00002.bin | 3 + pytorch_model-00002-of-00002.bin | 3 + pytorch_model.bin.index.json | 270 +++++++++++++++++++++++++++++++ special_tokens_map.json | 23 +++ tokenizer.model | 3 + tokenizer_config.json | 34 ++++ 10 files changed, 542 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 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mode 100644 index 0000000..533776f --- /dev/null +++ b/README.md @@ -0,0 +1,138 @@ +--- +language: +- pt +- en +license: apache-2.0 +model-index: +- name: open-cabrita3b + results: + - task: + type: text-generation + name: Text Generation + dataset: + name: AI2 Reasoning Challenge (25-Shot) + type: ai2_arc + config: ARC-Challenge + split: test + args: + num_few_shot: 25 + metrics: + - type: acc_norm + value: 33.79 + name: normalized accuracy + source: + url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=22h/open-cabrita3b + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: HellaSwag (10-Shot) + type: hellaswag + split: validation + args: + num_few_shot: 10 + metrics: + - type: acc_norm + value: 55.35 + name: normalized accuracy + source: + url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=22h/open-cabrita3b + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: MMLU (5-Shot) + type: cais/mmlu + config: all + split: test + args: + num_few_shot: 5 + metrics: + - type: acc + value: 25.16 + name: accuracy + source: + url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=22h/open-cabrita3b + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: TruthfulQA (0-shot) + type: truthful_qa + config: multiple_choice + split: validation + args: + num_few_shot: 0 + metrics: + - type: mc2 + value: 38.5 + source: + url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=22h/open-cabrita3b + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: Winogrande (5-shot) + type: winogrande + config: winogrande_xl + split: validation + args: + num_few_shot: 5 + metrics: + - type: acc + value: 59.43 + name: accuracy + source: + url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=22h/open-cabrita3b + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: GSM8k (5-shot) + type: gsm8k + config: main + split: test + args: + num_few_shot: 5 + metrics: + - type: acc + value: 0.99 + name: accuracy + source: + url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=22h/open-cabrita3b + name: Open LLM Leaderboard +--- +The Cabrita model is a collection of continued pre-trained and tokenizer-adapted models for the Portuguese language. +This artifact is the 3 billion size variant. + +The weights were initially obtained from the open-llama project (https://github.com/openlm-research/open_llama) in the +open_llama_3b option. + +``` +@misc{larcher2023cabrita, + title={Cabrita: closing the gap for foreign languages}, + author={Celio Larcher and Marcos Piau and Paulo Finardi and Pedro Gengo and Piero Esposito and Vinicius Caridá}, + year={2023}, + eprint={2308.11878}, + archivePrefix={arXiv}, + primaryClass={cs.CL} +} +``` +# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard) +Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_22h__open-cabrita3b) + +| Metric |Value| +|---------------------------------|----:| +|Avg. |35.54| +|AI2 Reasoning Challenge (25-Shot)|33.79| +|HellaSwag (10-Shot) |55.35| +|MMLU (5-Shot) |25.16| +|TruthfulQA (0-shot) |38.50| +|Winogrande (5-shot) |59.43| +|GSM8k (5-shot) | 0.99| + diff --git a/config.json b/config.json new file mode 100644 index 0000000..bdd1d50 --- /dev/null +++ b/config.json @@ -0,0 +1,26 @@ +{ + "_name_or_path": "hf_output_final/", + "architectures": [ + "LlamaForCausalLM" + ], + "bos_token_id": 1, + "eos_token_id": 2, + "hidden_act": "silu", + "hidden_size": 3200, + "initializer_range": 0.02, + "intermediate_size": 8640, + "max_position_embeddings": 2048, + 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