Adding Evaluation Results

README.md

@@ -1,76 +1,233 @@
 ---
-license: apache-2.0
 language:
-  - en
+- en
+license: apache-2.0
 tags:
-  - text-generation
+- text-generation
 base_model: BEE-spoke-data/smol_llama-101M-GQA
 datasets:
-  - Open-Orca/SlimOrca-Dedup
-  - VMware/open-instruct
-  - LDJnr/Capybara
-  - cognitivecomputations/ultrachat-uncensored
-  - starfishmedical/webGPT_x_dolly
-  - THUDM/webglm-qa
+- Open-Orca/SlimOrca-Dedup
+- VMware/open-instruct
+- LDJnr/Capybara
+- cognitivecomputations/ultrachat-uncensored
+- starfishmedical/webGPT_x_dolly
+- THUDM/webglm-qa
 widget:
-  - text: |-
-      <|im_start|>system
-      You are a helpful assistant who gives creative responses.<|im_end|>
-      <|im_start|>user
-      Write the background story of a game about wizards and llamas in a sci-fi world.<|im_end|>
-      <|im_start|>assistant
-  - text: |-
-      <|im_start|>system
-      A friendly chat between a user and an assistant.<|im_end|>
-      <|im_start|>user
-      Got a question for you!<|im_end|>
-      <|im_start|>assistant
-      Sure! What's it?<|im_end|>
-      <|im_start|>user
-      I need to build a simple website. Where should I start learning about web development?<|im_end|>
-      <|im_start|>assistant
-  - text: |-
-      <|im_start|>system
-      You are a helpful assistant who provides concise answers to the user's questions.<|im_end|>
-      <|im_start|>user
-      How to become more healthy?<|im_end|>
-      <|im_start|>assistant
-  - text: |-
-      <|im_start|>system
-      You are a helpful assistant, who always answers with empathy.<|im_end|>
-      <|im_start|>user
-      List the pros and cons of social media.<|im_end|>
-      <|im_start|>assistant
-  - text: |-
-      <|im_start|>system
-      You are a helpful assistant, who always answers with empathy.<|im_end|>
-      <|im_start|>user
-      Hello!<|im_end|>
-      <|im_start|>assistant
-      Hi! How can I help you today?<|im_end|>
-      <|im_start|>user
-      Take a look at the info below.
-
-      - The tape inside the VHS cassettes is very delicate and can be easily ruined, making them unplayable and unrepairable. The reason the tape deteriorates is that the magnetic charge needed for them to work is not permanent, and the magnetic particles end up losing their charge in a process known as remanence decay. These particles could also become demagnetised via being stored too close to a magnetic source.
-      - One of the most significant issues with VHS tapes is that they have moving parts, meaning that there are more occasions when something can go wrong, damaging your footage or preventing it from playing back. The tape itself is a prominent cause of this, and tape slippage can occur. Tapes slippage can be caused when the tape loses its tension, or it has become warped. These problems can occur in storage due to high temperatures or frequent changes in humidity.
-      - VHS tapes deteriorate over time from infrequent or overuse. Neglect means mold and dirt, while overuse can lead to scratches and technical difficulties. This is why old VHS tapes inevitably experience malfunctions after a long period of time. Usually anywhere between 10 to 25+ years.
-      - Some VHS tapes like newer mini DVs and Digital 8 tapes can suffer from digital corruption, meaning that the footage becomes lost and cannot be recovered. These tapes were the steppingstone from VHS to the digital age when capturing footage straight to digital became the norm. Unfortunately,they are susceptible to digital corruption, which causes video pixilation and/or loss of audio.<|im_end|>
-      <|im_start|>assistant
-      Alright!<|im_end|>
-      <|im_start|>user
-      Now I'm going to write my question, and if the info above is useful, you can use them in your response.
-      Ready?<|im_end|>
-      <|im_start|>assistant
-      Ready for your question!<|im_end|>
-      <|im_start|>user
-      Why do VHS tapes deteriorate over time?<|im_end|>
-      <|im_start|>assistant
+- text: '<|im_start|>system
+
+    You are a helpful assistant who gives creative responses.<|im_end|>
+
+    <|im_start|>user
+
+    Write the background story of a game about wizards and llamas in a sci-fi world.<|im_end|>
+
+    <|im_start|>assistant'
+- text: '<|im_start|>system
+
+    A friendly chat between a user and an assistant.<|im_end|>
+
+    <|im_start|>user
+
+    Got a question for you!<|im_end|>
+
+    <|im_start|>assistant
+
+    Sure! What''s it?<|im_end|>
+
+    <|im_start|>user
+
+    I need to build a simple website. Where should I start learning about web development?<|im_end|>
+
+    <|im_start|>assistant'
+- text: '<|im_start|>system
+
+    You are a helpful assistant who provides concise answers to the user''s questions.<|im_end|>
+
+    <|im_start|>user
+
+    How to become more healthy?<|im_end|>
+
+    <|im_start|>assistant'
+- text: '<|im_start|>system
+
+    You are a helpful assistant, who always answers with empathy.<|im_end|>
+
+    <|im_start|>user
+
+    List the pros and cons of social media.<|im_end|>
+
+    <|im_start|>assistant'
+- text: '<|im_start|>system
+
+    You are a helpful assistant, who always answers with empathy.<|im_end|>
+
+    <|im_start|>user
+
+    Hello!<|im_end|>
+
+    <|im_start|>assistant
+
+    Hi! How can I help you today?<|im_end|>
+
+    <|im_start|>user
+
+    Take a look at the info below.
+
+
+    - The tape inside the VHS cassettes is very delicate and can be easily ruined,
+    making them unplayable and unrepairable. The reason the tape deteriorates is that
+    the magnetic charge needed for them to work is not permanent, and the magnetic
+    particles end up losing their charge in a process known as remanence decay. These
+    particles could also become demagnetised via being stored too close to a magnetic
+    source.
+
+    - One of the most significant issues with VHS tapes is that they have moving parts,
+    meaning that there are more occasions when something can go wrong, damaging your
+    footage or preventing it from playing back. The tape itself is a prominent cause
+    of this, and tape slippage can occur. Tapes slippage can be caused when the tape
+    loses its tension, or it has become warped. These problems can occur in storage
+    due to high temperatures or frequent changes in humidity.
+
+    - VHS tapes deteriorate over time from infrequent or overuse. Neglect means mold
+    and dirt, while overuse can lead to scratches and technical difficulties. This
+    is why old VHS tapes inevitably experience malfunctions after a long period of
+    time. Usually anywhere between 10 to 25+ years.
+
+    - Some VHS tapes like newer mini DVs and Digital 8 tapes can suffer from digital
+    corruption, meaning that the footage becomes lost and cannot be recovered. These
+    tapes were the steppingstone from VHS to the digital age when capturing footage
+    straight to digital became the norm. Unfortunately,they are susceptible to digital
+    corruption, which causes video pixilation and/or loss of audio.<|im_end|>
+
+    <|im_start|>assistant
+
+    Alright!<|im_end|>
+
+    <|im_start|>user
+
+    Now I''m going to write my question, and if the info above is useful, you can
+    use them in your response.
+
+    Ready?<|im_end|>
+
+    <|im_start|>assistant
+
+    Ready for your question!<|im_end|>
+
+    <|im_start|>user
+
+    Why do VHS tapes deteriorate over time?<|im_end|>
+
+    <|im_start|>assistant'
 inference:
   parameters:
     max_new_tokens: 250
     penalty_alpha: 0.5
     top_k: 4
     repetition_penalty: 1.105
+model-index:
+- name: Smol-Llama-101M-Chat-v1
+  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: 22.87
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Felladrin/Smol-Llama-101M-Chat-v1
+      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: 28.69
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Felladrin/Smol-Llama-101M-Chat-v1
+      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: 24.93
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Felladrin/Smol-Llama-101M-Chat-v1
+      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: 45.76
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Felladrin/Smol-Llama-101M-Chat-v1
+      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: 50.04
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Felladrin/Smol-Llama-101M-Chat-v1
+      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: 0.08
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Felladrin/Smol-Llama-101M-Chat-v1
+      name: Open LLM Leaderboard
 ---
 
 # A Llama Chat Model of 101M Parameters
@@ -105,3 +262,17 @@ penalty_alpha: 0.5
 top_k: 4
 repetition_penalty: 1.105
 ```
+
+# [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_Felladrin__Smol-Llama-101M-Chat-v1)
+
+|             Metric              |Value|
+|---------------------------------|----:|
+|Avg.                             |28.73|
+|AI2 Reasoning Challenge (25-Shot)|22.87|
+|HellaSwag (10-Shot)              |28.69|
+|MMLU (5-Shot)                    |24.93|
+|TruthfulQA (0-shot)              |45.76|
+|Winogrande (5-shot)              |50.04|
+|GSM8k (5-shot)                   | 0.08|
+