Instructions to use mllm-dev/gen_test_4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use mllm-dev/gen_test_4 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="mllm-dev/gen_test_4")# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("mllm-dev/gen_test_4") model = AutoModelForCausalLM.from_pretrained("mllm-dev/gen_test_4") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use mllm-dev/gen_test_4 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "mllm-dev/gen_test_4" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "mllm-dev/gen_test_4", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/mllm-dev/gen_test_4
- SGLang
How to use mllm-dev/gen_test_4 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 "mllm-dev/gen_test_4" \ --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": "mllm-dev/gen_test_4", "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 "mllm-dev/gen_test_4" \ --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": "mllm-dev/gen_test_4", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use mllm-dev/gen_test_4 with Docker Model Runner:
docker model run hf.co/mllm-dev/gen_test_4
Training in progress, epoch 3
Browse files
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 497774208
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:24a93b1a13d3b71743c2fcac10182d5cfa4bf791f2a83e9e8cbc217bb0b51366
|
| 3 |
size 497774208
|
runs/Mar12_23-21-03_lambda-hyperplane04/events.out.tfevents.1710310870.lambda-hyperplane04.1144229.0
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cda26abc107f20cc4f9f3202e1d3beebc4f62d4d4f82a2ebd7b78a0292c4ab96
|
| 3 |
+
size 7551
|
runs/Mar12_23-55-19_lambda-hyperplane03/events.out.tfevents.1710312926.lambda-hyperplane03.3347685.0
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ac8f7f64c88cddce1df919d13ef69cbb8f28b7eafdb478f085bd59eed12ecde9
|
| 3 |
+
size 5683
|