Instructions to use kweston/git-base-pokemon with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use kweston/git-base-pokemon with Transformers:

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

pipe = pipeline("image-text-to-text", model="kweston/git-base-pokemon")

# Load model directly
from transformers import AutoProcessor, AutoModelForImageTextToText

processor = AutoProcessor.from_pretrained("kweston/git-base-pokemon")
model = AutoModelForImageTextToText.from_pretrained("kweston/git-base-pokemon")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use kweston/git-base-pokemon with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/kweston/git-base-pokemon

SGLang

How to use kweston/git-base-pokemon 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 "kweston/git-base-pokemon" \
    --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": "kweston/git-base-pokemon",
		"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 "kweston/git-base-pokemon" \
        --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": "kweston/git-base-pokemon",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use kweston/git-base-pokemon with Docker Model Runner:
```
docker model run hf.co/kweston/git-base-pokemon
```

kweston commited on Jan 8, 2025

Commit

3ff4cbe

verified ·

1 Parent(s): 4ac644d

End of training

Browse files

Files changed (2) hide show

README.md +6 -6
model.safetensors +1 -1

README.md CHANGED Viewed

@@ -16,8 +16,8 @@ should probably proofread and complete it, then remove this comment. -->
 This model is a fine-tuned version of [microsoft/git-base](https://huggingface.co/microsoft/git-base) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.4601
-- Wer Score: 1.1378
 ## Model description
@@ -51,10 +51,10 @@ The following hyperparameters were used during training:
 | Training Loss | Epoch | Step | Validation Loss | Wer Score |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|
-| 8.9652        | 10.0  | 50   | 3.5521          | 1.2870    |
-| 4.6095        | 20.0  | 100  | 2.0830          | 1.1944    |
-| 2.3712        | 30.0  | 150  | 1.5451          | 1.1260    |
-| 1.5323        | 40.0  | 200  | 1.4601          | 1.1378    |
 ### Framework versions

 This model is a fine-tuned version of [microsoft/git-base](https://huggingface.co/microsoft/git-base) on an unknown dataset.
 It achieves the following results on the evaluation set:
+- Loss: 0.7051
+- Wer Score: 1.6596
 ## Model description
 | Training Loss | Epoch | Step | Validation Loss | Wer Score |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|
+| 0.7017        | 10.0  | 50   | 0.5906          | 1.7247    |
+| 0.2858        | 20.0  | 100  | 0.6435          | 1.6259    |
+| 0.1529        | 30.0  | 150  | 0.6878          | 1.7054    |
+| 0.0987        | 40.0  | 200  | 0.7051          | 1.6596    |
 ### Framework versions

model.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:20e3daf53fb8b711737bd509fe50cdd4f50be7583144716c46cea2bced2e1822
 size 706516040

 version https://git-lfs.github.com/spec/v1
+oid sha256:c4650a172d5b70bb3979f14b276d18387e5fc4a955629bef979544482da13d76
 size 706516040