Text Generation
Transformers
Safetensors
llama
model: llama_chat
repo_name: llama_chat_block_2_suicide_risk_Complete Random
file_name: llama_chat_block_2_suicide_risk_Complete Random_5000_5.pt
pruning_style: block
community: 2
pruning_ratio: 20
dataset_label: suicide_risk
sparsity_ratio: 20
['tasksource/bigbench', 'suicide_risk']
finetune: Complete Random
modules_size: 33
modules: ['5_mlp.up', '5_mlp.down', '4_mlp.up', '5_attn.o', '19_attn.o', '28_mlp.down', '25_mlp.down', '29_attn.q', '27_mlp.up', '21_mlp.down', '12_attn.q', '13_attn.k', '16_gate', '6_gate', '20_attn.q', '30_attn.q', '4_attn.k', '23_attn.k', '8_attn.o', '26_gate', '20_mlp.up', '17_mlp.up', '3_mlp.up', '17_attn.k', '11_attn.v', '3_gate', '29_attn.v', '6_attn.v', '7_attn.o', '27_mlp.down', '4_attn.q', '14_mlp.down', '8_gate']
rank: 2
tags: ['model: llama_chat', 'repo_name: llama_chat_block_2_suicide_risk_Complete Random', 'file_name: llama_chat_block_2_suicide_risk_Complete Random_5000_5.pt', 'base_model: meta-llama/Llama-2-7b-chat-hf', 'pruning_style: block', 'community: 2', 'pruning_ratio: 20', 'dataset_label: suicide_risk', 'sparsity_ratio: 20', "dataset: ['tasksource/bigbench', 'suicide_risk']", 'finetune: Complete Random', 'modules_size: 33', "modules: ['5_mlp.up', '5_mlp.down', '4_mlp.up', '5_attn.o', '19_attn.o', '28_mlp.down', '25_mlp.down', '29_attn.q', '27_mlp.up', '21_mlp.down', '12_attn.q', '13_attn.k', '16_gate', '6_gate', '20_attn.q', '30_attn.q', '4_attn.k', '23_attn.k', '8_attn.o', '26_gate', '20_mlp.up', '17_mlp.up', '3_mlp.up', '17_attn.k', '11_attn.v', '3_gate', '29_attn.v', '6_attn.v', '7_attn.o', '27_mlp.down', '4_attn.q', '14_mlp.down', '8_gate']", 'rank: 2']
text-generation-inference
| library_name: transformers | |
| tags: | |
| - 'model: llama_chat' | |
| - 'repo_name: llama_chat_block_2_suicide_risk_Complete Random' | |
| - 'file_name: llama_chat_block_2_suicide_risk_Complete Random_5000_5.pt' | |
| - 'base_model: meta-llama/Llama-2-7b-chat-hf' | |
| - 'pruning_style: block' | |
| - 'community: 2' | |
| - 'pruning_ratio: 20' | |
| - 'dataset_label: suicide_risk' | |
| - 'sparsity_ratio: 20' | |
| - 'dataset: [''tasksource/bigbench'', ''suicide_risk'']' | |
| - 'finetune: Complete Random' | |
| - 'modules_size: 33' | |
| - 'modules: [''5_mlp.up'', ''5_mlp.down'', ''4_mlp.up'', ''5_attn.o'', ''19_attn.o'', | |
| ''28_mlp.down'', ''25_mlp.down'', ''29_attn.q'', ''27_mlp.up'', ''21_mlp.down'', | |
| ''12_attn.q'', ''13_attn.k'', ''16_gate'', ''6_gate'', ''20_attn.q'', ''30_attn.q'', | |
| ''4_attn.k'', ''23_attn.k'', ''8_attn.o'', ''26_gate'', ''20_mlp.up'', ''17_mlp.up'', | |
| ''3_mlp.up'', ''17_attn.k'', ''11_attn.v'', ''3_gate'', ''29_attn.v'', ''6_attn.v'', | |
| ''7_attn.o'', ''27_mlp.down'', ''4_attn.q'', ''14_mlp.down'', ''8_gate'']' | |
| - 'rank: 2' | |
| - 'tags: [''model: llama_chat'', ''repo_name: llama_chat_block_2_suicide_risk_Complete | |
| Random'', ''file_name: llama_chat_block_2_suicide_risk_Complete Random_5000_5.pt'', | |
| ''base_model: meta-llama/Llama-2-7b-chat-hf'', ''pruning_style: block'', ''community: | |
| 2'', ''pruning_ratio: 20'', ''dataset_label: suicide_risk'', ''sparsity_ratio: 20'', | |
| "dataset: [''tasksource/bigbench'', ''suicide_risk'']", ''finetune: Complete Random'', | |
| ''modules_size: 33'', "modules: [''5_mlp.up'', ''5_mlp.down'', ''4_mlp.up'', ''5_attn.o'', | |
| ''19_attn.o'', ''28_mlp.down'', ''25_mlp.down'', ''29_attn.q'', ''27_mlp.up'', ''21_mlp.down'', | |
| ''12_attn.q'', ''13_attn.k'', ''16_gate'', ''6_gate'', ''20_attn.q'', ''30_attn.q'', | |
| ''4_attn.k'', ''23_attn.k'', ''8_attn.o'', ''26_gate'', ''20_mlp.up'', ''17_mlp.up'', | |
| ''3_mlp.up'', ''17_attn.k'', ''11_attn.v'', ''3_gate'', ''29_attn.v'', ''6_attn.v'', | |
| ''7_attn.o'', ''27_mlp.down'', ''4_attn.q'', ''14_mlp.down'', ''8_gate'']", ''rank: | |
| 2'']' | |
| # Model Card for Model ID | |
| <!-- Provide a quick summary of what the model is/does. --> | |
| ## Model Details | |
| ### Model Description | |
| <!-- Provide a longer summary of what this model is. --> | |
| This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated. | |
| - **Developed by:** [More Information Needed] | |
| - **Funded by [optional]:** [More Information Needed] | |
| - **Shared by [optional]:** [More Information Needed] | |
| - **Model type:** [More Information Needed] | |
| - **Language(s) (NLP):** [More Information Needed] | |
| - **License:** [More Information Needed] | |
| - **Finetuned from model [optional]:** [More Information Needed] | |
| ### Model Sources [optional] | |
| <!-- Provide the basic links for the model. --> | |
| - **Repository:** [More Information Needed] | |
| - **Paper [optional]:** [More Information Needed] | |
| - **Demo [optional]:** [More Information Needed] | |
| ## Uses | |
| <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. --> | |
| ### Direct Use | |
| <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. --> | |
| [More Information Needed] | |
| ### Downstream Use [optional] | |
| <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app --> | |
| [More Information Needed] | |
| ### Out-of-Scope Use | |
| <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. --> | |
| [More Information Needed] | |
| ## Bias, Risks, and Limitations | |
| <!-- This section is meant to convey both technical and sociotechnical limitations. --> | |
| [More Information Needed] | |
| ### Recommendations | |
| <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. --> | |
| Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations. | |
| ## How to Get Started with the Model | |
| Use the code below to get started with the model. | |
| [More Information Needed] | |
| ## Training Details | |
| ### Training Data | |
| <!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. --> | |
| [More Information Needed] | |
| ### Training Procedure | |
| <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. --> | |
| #### Preprocessing [optional] | |
| [More Information Needed] | |
| #### Training Hyperparameters | |
| - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision --> | |
| #### Speeds, Sizes, Times [optional] | |
| <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. --> | |
| [More Information Needed] | |
| ## Evaluation | |
| <!-- This section describes the evaluation protocols and provides the results. --> | |
| ### Testing Data, Factors & Metrics | |
| #### Testing Data | |
| <!-- This should link to a Dataset Card if possible. --> | |
| [More Information Needed] | |
| #### Factors | |
| <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. --> | |
| [More Information Needed] | |
| #### Metrics | |
| <!-- These are the evaluation metrics being used, ideally with a description of why. --> | |
| [More Information Needed] | |
| ### Results | |
| [More Information Needed] | |
| #### Summary | |
| ## Model Examination [optional] | |
| <!-- Relevant interpretability work for the model goes here --> | |
| [More Information Needed] | |
| ## Environmental Impact | |
| <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly --> | |
| Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700). | |
| - **Hardware Type:** [More Information Needed] | |
| - **Hours used:** [More Information Needed] | |
| - **Cloud Provider:** [More Information Needed] | |
| - **Compute Region:** [More Information Needed] | |
| - **Carbon Emitted:** [More Information Needed] | |
| ## Technical Specifications [optional] | |
| ### Model Architecture and Objective | |
| [More Information Needed] | |
| ### Compute Infrastructure | |
| [More Information Needed] | |
| #### Hardware | |
| [More Information Needed] | |
| #### Software | |
| [More Information Needed] | |
| ## Citation [optional] | |
| <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. --> | |
| **BibTeX:** | |
| [More Information Needed] | |
| **APA:** | |
| [More Information Needed] | |
| ## Glossary [optional] | |
| <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. --> | |
| [More Information Needed] | |
| ## More Information [optional] | |
| [More Information Needed] | |
| ## Model Card Authors [optional] | |
| [More Information Needed] | |
| ## Model Card Contact | |
| [More Information Needed] |