| | --- |
| | language: |
| | - en |
| | license: apache-2.0 |
| | tags: |
| | - text-generation |
| | datasets: |
| | - THUDM/webglm-qa |
| | - databricks/databricks-dolly-15k |
| | - cognitivecomputations/wizard_vicuna_70k_unfiltered |
| | - totally-not-an-llm/EverythingLM-data-V3 |
| | - Amod/mental_health_counseling_conversations |
| | - sablo/oasst2_curated |
| | - starfishmedical/webGPT_x_dolly |
| | - Open-Orca/OpenOrca |
| | - mlabonne/chatml_dpo_pairs |
| | base_model: JackFram/llama-68m |
| | widget: |
| | - messages: |
| | - role: system |
| | content: You are a career counselor. The user will provide you with an individual |
| | looking for guidance in their professional life, and your task is to assist |
| | them in determining what careers they are most suited for based on their skills, |
| | interests, and experience. You should also conduct research into the various |
| | options available, explain the job market trends in different industries, and |
| | advice on which qualifications would be beneficial for pursuing particular fields. |
| | - role: user |
| | content: Heya! |
| | - role: assistant |
| | content: Hi! How may I help you? |
| | - role: user |
| | content: I am interested in developing a career in software engineering. What |
| | would you recommend me to do? |
| | - messages: |
| | - role: system |
| | content: You are a knowledgeable assistant. Help the user as much as you can. |
| | - role: user |
| | content: How to become healthier? |
| | - messages: |
| | - role: system |
| | content: You are a helpful assistant who provides concise responses. |
| | - role: user |
| | content: Hi! |
| | - role: assistant |
| | content: Hello there! How may I help you? |
| | - role: user |
| | content: I need to build a simple website. Where should I start learning about web development? |
| | - messages: |
| | - role: system |
| | content: You are a very creative assistant. User will give you a task, which you should complete with all your knowledge. |
| | - role: user |
| | content: Write the background story of an RPG game about wizards and dragons in a sci-fi world. |
| | inference: |
| | parameters: |
| | max_new_tokens: 64 |
| | penalty_alpha: 0.5 |
| | top_k: 4 |
| | model-index: |
| | - name: Llama-68M-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: 23.29 |
| | name: normalized accuracy |
| | source: |
| | url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Felladrin/Llama-68M-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: 28.27 |
| | name: normalized accuracy |
| | source: |
| | url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Felladrin/Llama-68M-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: 25.18 |
| | name: accuracy |
| | source: |
| | url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Felladrin/Llama-68M-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: 47.27 |
| | source: |
| | url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Felladrin/Llama-68M-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: 54.3 |
| | name: accuracy |
| | source: |
| | url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Felladrin/Llama-68M-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: 0.0 |
| | name: accuracy |
| | source: |
| | url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Felladrin/Llama-68M-Chat-v1 |
| | name: Open LLM Leaderboard |
| | --- |
| | |
| | # A Llama Chat Model of 68M Parameters |
| |
|
| | - Base model: [JackFram/llama-68m](https://huggingface.co/JackFram/llama-68m) |
| | - Datasets: |
| | - [THUDM/webglm-qa](https://huggingface.co/datasets/THUDM/webglm-qa) |
| | - [databricks/databricks-dolly-15k](https://huggingface.co/datasets/databricks/databricks-dolly-15k) |
| | - [cognitivecomputations/wizard_vicuna_70k_unfiltered](https://huggingface.co/datasets/cognitivecomputations/wizard_vicuna_70k_unfiltered) |
| | - [totally-not-an-llm/EverythingLM-data-V3](https://huggingface.co/datasets/totally-not-an-llm/EverythingLM-data-V3) |
| | - [Amod/mental_health_counseling_conversations](https://huggingface.co/datasets/Amod/mental_health_counseling_conversations) |
| | - [sablo/oasst2_curated](https://huggingface.co/datasets/sablo/oasst2_curated) |
| | - [starfishmedical/webGPT_x_dolly](https://huggingface.co/datasets/starfishmedical/webGPT_x_dolly) |
| | - [Open-Orca/OpenOrca](https://huggingface.co/datasets/Open-Orca/OpenOrca) |
| | - [mlabonne/chatml_dpo_pairs](https://huggingface.co/datasets/mlabonne/chatml_dpo_pairs) |
| | - Availability in other ML formats: |
| | - GGUF: [afrideva/Llama-68M-Chat-v1-GGUF](https://huggingface.co/afrideva/Llama-68M-Chat-v1-GGUF) |
| | - ONNX: [Felladrin/onnx-Llama-68M-Chat-v1](https://huggingface.co/Felladrin/onnx-Llama-68M-Chat-v1) |
| |
|
| | ## Recommended Prompt Format |
| |
|
| | ``` |
| | <|im_start|>system |
| | {system_message}<|im_end|> |
| | <|im_start|>user |
| | {user_message}<|im_end|> |
| | <|im_start|>assistant |
| | ``` |
| |
|
| | ## Recommended Inference Parameters |
| |
|
| | ```yml |
| | penalty_alpha: 0.5 |
| | top_k: 4 |
| | ``` |
| |
|
| | ## [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__Llama-68M-Chat-v1) |
| |
|
| | | Metric |Value| |
| | |---------------------------------|----:| |
| | |Avg. |29.72| |
| | |AI2 Reasoning Challenge (25-Shot)|23.29| |
| | |HellaSwag (10-Shot) |28.27| |
| | |MMLU (5-Shot) |25.18| |
| | |TruthfulQA (0-shot) |47.27| |
| | |Winogrande (5-shot) |54.30| |
| | |GSM8k (5-shot) | 0.00| |
| |
|
