Adding the Open Portuguese LLM Leaderboard Evaluation Results

README.md

@@ -1,58 +1,179 @@
 ---
 language:
-  - pt
-  - en
+- pt
+- en
 license: cc
 tags:
-  - text-generation-inference
-  - transformers
-  - mistral
-  - gguf
-  - brazil
-  - brasil
-  - portuguese
+- text-generation-inference
+- transformers
+- mistral
+- gguf
+- brazil
+- brasil
+- portuguese
 base_model: mistralai/Mistral-7B-Instruct-v0.2
-pipeline_tag: text-generation
 metrics:
-  - name: assin2_rte f1_macro
-    type: assin2_rte
-    value: 90.13
-  - name: assin2_rte acc
-    type: assin2_rte
-    value: 90.16
-  - name: assin2_sts pearson
-    type: assin2_sts
-    value: 71.51
-  - name: assin2_sts mse
-    type: assin2_sts
-    value: 68.03
-  - name: bluex acc
-    type: bluex
-    value: 47.98
-  - name: enem acc
-    type: enem
-    value: 58.43
-  - name: faquad_nli f1_macro
-    type: faquad_nli
-    value: 64.24
-  - name: faquad_nli acc
-    type: faquad_nli
-    value: 67.69
-  - name: hatebr_offensive_binary f1_macro
-    type: hatebr_offensive_binary
-    value: 83.61
-  - name: hatebr_offensive_binary acc
-    type: hatebr_offensive_binary
-    value: 83.71
-  - name: oab_exams acc
-    type: oab_exams
-    value: 38.41
-  - name: portuguese_hate_speech_binary f1_macro
-    type: portuguese_hate_speech_binary
-    value: 61.87
-  - name: portuguese_hate_speech_binary acc
-    type: portuguese_hate_speech_binary
-    value: 63.22
+- name: assin2_rte f1_macro
+  type: assin2_rte
+  value: 90.13
+- name: assin2_rte acc
+  type: assin2_rte
+  value: 90.16
+- name: assin2_sts pearson
+  type: assin2_sts
+  value: 71.51
+- name: assin2_sts mse
+  type: assin2_sts
+  value: 68.03
+- name: bluex acc
+  type: bluex
+  value: 47.98
+- name: enem acc
+  type: enem
+  value: 58.43
+- name: faquad_nli f1_macro
+  type: faquad_nli
+  value: 64.24
+- name: faquad_nli acc
+  type: faquad_nli
+  value: 67.69
+- name: hatebr_offensive_binary f1_macro
+  type: hatebr_offensive_binary
+  value: 83.61
+- name: hatebr_offensive_binary acc
+  type: hatebr_offensive_binary
+  value: 83.71
+- name: oab_exams acc
+  type: oab_exams
+  value: 38.41
+- name: portuguese_hate_speech_binary f1_macro
+  type: portuguese_hate_speech_binary
+  value: 61.87
+- name: portuguese_hate_speech_binary acc
+  type: portuguese_hate_speech_binary
+  value: 63.22
+pipeline_tag: text-generation
+model-index:
+- name: CabraMistral7b
+  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: 60.81
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=nicolasdec/CabraMistral7b
+      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: 46.87
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=nicolasdec/CabraMistral7b
+      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: 38.59
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=nicolasdec/CabraMistral7b
+      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: 90.27
+      name: f1-macro
+    - type: pearson
+      value: 72.25
+      name: pearson
+    source:
+      url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=nicolasdec/CabraMistral7b
+      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: 64.35
+      name: f1-macro
+    source:
+      url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=nicolasdec/CabraMistral7b
+      name: Open Portuguese LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: HateBR Binary
+      type: eduagarcia/portuguese_benchmark
+      split: test
+      args:
+        num_few_shot: 25
+    metrics:
+    - type: f1_macro
+      value: 83.15
+      name: f1-macro
+    - type: f1_macro
+      value: 64.82
+      name: f1-macro
+    source:
+      url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=nicolasdec/CabraMistral7b
+      name: Open Portuguese LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: tweetSentBR
+      type: eduagarcia-temp/tweetsentbr
+      split: test
+      args:
+        num_few_shot: 25
+    metrics:
+    - type: f1_macro
+      value: 64.8
+      name: f1-macro
+    source:
+      url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=nicolasdec/CabraMistral7b
+      name: Open Portuguese LLM Leaderboard
 ---
 # Cabra Mistral 7b v2
 <img src="https://uploads-ssl.webflow.com/65f77c0240ae1c68f8192771/660b1a4d574293d8a1ce48ca_cabra1.png" width="400" height="400">
@@ -193,3 +314,20 @@ O modelo é destinado, por agora, a fins de pesquisa. As áreas e tarefas de pes
 | portuguese_hate_speech_binary | 1    | all                  | 25     | f1_macro | 0.6187 | ± 0.0119 |
 |                             |         | all                  | 25     | acc      | 0.6322 | ± 0.0117 |
 
+
+# [Open Portuguese LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard)
+Detailed results can be found [here](https://huggingface.co/datasets/eduagarcia-temp/llm_pt_leaderboard_raw_results/tree/main/nicolasdec/CabraMistral7b)
+
+|          Metric          | Value  |
+|--------------------------|--------|
+|Average                   |**65.1**|
+|ENEM Challenge (No Images)|   60.81|
+|BLUEX (No Images)         |   46.87|
+|OAB Exams                 |   38.59|
+|Assin2 RTE                |   90.27|
+|Assin2 STS                |   72.25|
+|FaQuAD NLI                |   64.35|
+|HateBR Binary             |   83.15|
+|PT Hate Speech Binary     |   64.82|
+|tweetSentBR               |   64.80|
+