Instructions to use BigSalmon/InformalToFormalLincoln21 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use BigSalmon/InformalToFormalLincoln21 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="BigSalmon/InformalToFormalLincoln21")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("BigSalmon/InformalToFormalLincoln21") model = AutoModelForCausalLM.from_pretrained("BigSalmon/InformalToFormalLincoln21", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use BigSalmon/InformalToFormalLincoln21 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "BigSalmon/InformalToFormalLincoln21" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "BigSalmon/InformalToFormalLincoln21", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/BigSalmon/InformalToFormalLincoln21
- SGLang
How to use BigSalmon/InformalToFormalLincoln21 with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "BigSalmon/InformalToFormalLincoln21" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "BigSalmon/InformalToFormalLincoln21", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "BigSalmon/InformalToFormalLincoln21" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "BigSalmon/InformalToFormalLincoln21", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use BigSalmon/InformalToFormalLincoln21 with Docker Model Runner:
docker model run hf.co/BigSalmon/InformalToFormalLincoln21
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Download README.md from BigSalmon/InformalToFormalLincoln21: direct link, hf CLI and curl.
- Browser
- Download file 3.57 kB
-
https://huggingface.co/BigSalmon/InformalToFormalLincoln21/resolve/main/README.md
- Command line
-
hf download hf://BigSalmon/InformalToFormalLincoln21/README.md
-
curl -L -o README.md https://huggingface.co/BigSalmon/InformalToFormalLincoln21/resolve/main/README.md
3.57 kB
| Informal to Formal: | |
| Wordy to Concise: | |
| Fill Missing Phrase: | |
| ``` | |
| from transformers import AutoTokenizer, AutoModelWithLMHead | |
| tokenizer = AutoTokenizer.from_pretrained("BigSalmon/InformalToFormalLincoln21") | |
| model = AutoModelWithLMHead.from_pretrained("BigSalmon/InformalToFormalLincoln21") | |
| ``` | |
| ``` | |
| https://huggingface.co/spaces/BigSalmon/GPT2 (The model for this space changes over time) | |
| ``` | |
| ``` | |
| https://huggingface.co/spaces/BigSalmon/GPT2_Most_Probable (The model for this space changes over time) | |
| ``` | |
| ``` | |
| How To Make Prompt: | |
| informal english: i am very ready to do that just that. | |
| Translated into the Style of Abraham Lincoln: you can assure yourself of my readiness to work toward this end. | |
| Translated into the Style of Abraham Lincoln: please be assured that i am most ready to undertake this laborious task. | |
| informal english: space is huge and needs to be explored. | |
| Translated into the Style of Abraham Lincoln: space awaits traversal, a new world whose boundaries are endless. | |
| Translated into the Style of Abraham Lincoln: space is a ( limitless / boundless ) expanse, a vast virgin domain awaiting exploration. | |
| informal english: corn fields are all across illinois, visible once you leave chicago. | |
| Translated into the Style of Abraham Lincoln: corn fields ( permeate illinois / span the state of illinois / ( occupy / persist in ) all corners of illinois / line the horizon of illinois / envelop the landscape of illinois ), manifesting themselves visibly as one ventures beyond chicago. | |
| informal english: | |
| ```` | |
| ``` | |
| infill: increasing the number of sidewalks in suburban areas will [MASK]. | |
| Translated into the Style of Abraham Lincoln: increasing the number of sidewalks in suburban areas will ( ( enhance / maximize ) community cohesion / facilitate ( communal ties / the formation of neighborhood camaraderie ) / forge neighborly relations / lend themselves to the advancement of neighborly ties / plant the seeds of community building / flower anew the bonds of friendship / invite the budding of neighborhood rapport / enrich neighborhood life ). | |
| infill: corn fields [MASK], [MASK] visibly as one ventures beyond chicago. | |
| Translated into the Style of Abraham Lincoln: corn fields ( permeate illinois / span the state of illinois / ( occupy / persist in ) all corners of illinois / line the horizon of illinois / envelop the landscape of illinois ), ( manifesting themselves ) visibly as one ventures beyond chicago. | |
| infill: the [MASK] the SAT will soon be [MASK]. [MASK] an examination undertaken on one's laptop. [MASK] will allow students to retrieve test results promptly. | |
| Translated into the Style of Abraham Lincoln: the ( conventional form of ) the SAT will soon be ( consigned to history ). ( replacing it will be ) an examination undertaken on one's laptop. ( so doing ) will allow students to retrieve test results promptly. | |
| infill: | |
| ``` | |
| ``` | |
| *** | |
| wordy: chancing upon a linux user is a rare occurrence in the present day. | |
| Translate into Concise Text: present-day linux users are rare. | |
| *** | |
| wordy: an interest in classical music is becoming more and more less popular. | |
| Translate into Concise Text: classical music appreciation is dwindling. | |
| Translate into Concise Text: waning interest in classic music persists. | |
| Translate into Concise Text: interest in classic music is fading. | |
| *** | |
| wordy: the ice cream was only one dollar, but it was not a good value for the size. | |
| Translate into Concise Text: the one dollar ice cream was overpriced for its size. | |
| Translate into Concise Text: overpriced, the one dollar ice cream was small. | |
| *** | |
| wordy: | |
| ``` |