Instructions to use KeisukeMiyamoto/lambda-1-160m-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use KeisukeMiyamoto/lambda-1-160m-base with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="KeisukeMiyamoto/lambda-1-160m-base")

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("KeisukeMiyamoto/lambda-1-160m-base", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use KeisukeMiyamoto/lambda-1-160m-base with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "KeisukeMiyamoto/lambda-1-160m-base"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "KeisukeMiyamoto/lambda-1-160m-base",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/KeisukeMiyamoto/lambda-1-160m-base

SGLang

How to use KeisukeMiyamoto/lambda-1-160m-base 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 "KeisukeMiyamoto/lambda-1-160m-base" \
    --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": "KeisukeMiyamoto/lambda-1-160m-base",
		"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 "KeisukeMiyamoto/lambda-1-160m-base" \
        --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": "KeisukeMiyamoto/lambda-1-160m-base",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use KeisukeMiyamoto/lambda-1-160m-base with Docker Model Runner:
```
docker model run hf.co/KeisukeMiyamoto/lambda-1-160m-base
```

lambda-1-160m-base

Commit History

Update support details

ee331fb
verified

KeisukeMiyamoto commited on Aug 22

Simplify support section

0082ecf
verified

KeisukeMiyamoto commited on Aug 22

Add Ko-fi support button

b9932ea
verified

KeisukeMiyamoto commited on Aug 22

Clarify student developer wording

2fd3442
verified

KeisukeMiyamoto commited on Aug 21

Move Lambda support section to card footer

c2654df
verified

KeisukeMiyamoto commited on Aug 21

Add Lambda support information

684420a
verified

KeisukeMiyamoto commited on Aug 21

Restore base model after accidental instruction-tuned upload

cb3ea94
verified

KeisukeMiyamoto commited on Jul 14

Upload lambda-1-160m instruction-tuned model

653e612
verified

KeisukeMiyamoto commited on Jul 14

Upload lambda-160m-midtrained pretrained model

ea0713b
verified

MIyamoto Keisuke commited on Jul 2

Update README.md

116fa4e
verified

MIyamoto Keisuke commited on Jun 24

Update README.md

7462a9d
verified

MIyamoto Keisuke commited on Jun 24

Update README.md

57d2740
verified

MIyamoto Keisuke commited on Jun 24

Upload lambda-160m-midtrained pretrained model

1afab79
verified

MIyamoto Keisuke commited on Jun 21

initial commit

9591aa7
verified

MIyamoto Keisuke commited on Jun 21

Commit History

Update support details ee331fb verified

Simplify support section 0082ecf verified

Add Ko-fi support button b9932ea verified

Clarify student developer wording 2fd3442 verified

Move Lambda support section to card footer c2654df verified

Add Lambda support information 684420a verified

Restore base model after accidental instruction-tuned upload cb3ea94 verified

Upload lambda-1-160m instruction-tuned model 653e612 verified

Upload lambda-160m-midtrained pretrained model ea0713b verified

Update README.md 116fa4e verified

Update README.md 7462a9d verified

Update README.md 57d2740 verified

Upload lambda-160m-midtrained pretrained model 1afab79 verified

initial commit 9591aa7 verified

Update support details

ee331fb
verified

Simplify support section

0082ecf
verified

Add Ko-fi support button

b9932ea
verified

Clarify student developer wording

2fd3442
verified

Move Lambda support section to card footer

c2654df
verified

Add Lambda support information

684420a
verified

Restore base model after accidental instruction-tuned upload

cb3ea94
verified

Upload lambda-1-160m instruction-tuned model

653e612
verified

Upload lambda-160m-midtrained pretrained model

ea0713b
verified

Update README.md

116fa4e
verified

Update README.md

7462a9d
verified

Update README.md

57d2740
verified

Upload lambda-160m-midtrained pretrained model

1afab79
verified

initial commit

9591aa7
verified