Instructions to use LeroyDyer/_Spydaz_Web_AI_MistralStar_001_Project with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use LeroyDyer/_Spydaz_Web_AI_MistralStar_001_Project with Transformers:

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

pipe = pipeline("text-generation", model="LeroyDyer/_Spydaz_Web_AI_MistralStar_001_Project", trust_remote_code=True)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("LeroyDyer/_Spydaz_Web_AI_MistralStar_001_Project", trust_remote_code=True)
model = AutoModelForCausalLM.from_pretrained("LeroyDyer/_Spydaz_Web_AI_MistralStar_001_Project", trust_remote_code=True, device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use LeroyDyer/_Spydaz_Web_AI_MistralStar_001_Project with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "LeroyDyer/_Spydaz_Web_AI_MistralStar_001_Project"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "LeroyDyer/_Spydaz_Web_AI_MistralStar_001_Project",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/LeroyDyer/_Spydaz_Web_AI_MistralStar_001_Project

SGLang

How to use LeroyDyer/_Spydaz_Web_AI_MistralStar_001_Project 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 "LeroyDyer/_Spydaz_Web_AI_MistralStar_001_Project" \
    --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": "LeroyDyer/_Spydaz_Web_AI_MistralStar_001_Project",
		"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 "LeroyDyer/_Spydaz_Web_AI_MistralStar_001_Project" \
        --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": "LeroyDyer/_Spydaz_Web_AI_MistralStar_001_Project",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use LeroyDyer/_Spydaz_Web_AI_MistralStar_001_Project with Docker Model Runner:
```
docker model run hf.co/LeroyDyer/_Spydaz_Web_AI_MistralStar_001_Project
```

LeroyDyer commited on Jul 17, 2024

Commit

a7b170a

verified ·

1 Parent(s): 462d06f

Upload folder using huggingface_hub

Browse files

Files changed (7) hide show

config.json +4 -4
generation_config.json +2 -2
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tokenizer.json +1 -6

config.json CHANGED Viewed

@@ -1,13 +1,13 @@
 {
-  "_name_or_path": "LeroyDyer/_Spydaz_Web_AI_MistralStar",
   "architectures": [
     "MistralStarForCausalLM"
   ],
   "attention_dropout": 0.0,
   "auto_map": {
-    "AutoConfig": "LeroyDyer/_Spydaz_Web_AI_MistralStar--SpydazWebAI_Mistral_Transformer.MistralStarConfig",
-    "AutoModel": "LeroyDyer/_Spydaz_Web_AI_MistralStar--SpydazWebAI_Mistral_Transformer.MistralStarModel",
-    "AutoModelForCausalLM": "LeroyDyer/_Spydaz_Web_AI_MistralStar--SpydazWebAI_Mistral_Transformer.MistralStarForCausalLM"
   },
   "bos_token_id": 1,
   "eos_token_id": 2,

 {
+  "_name_or_path": "LeroyDyer/_Spydaz_Web_AI_V2_Aligned",
   "architectures": [
     "MistralStarForCausalLM"
   ],
   "attention_dropout": 0.0,
   "auto_map": {
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+    "AutoModel": "LeroyDyer/_Spydaz_Web_AI_V2_Aligned--SpydazWebAI_Mistral_Transformer.MistralModel",
+    "AutoModelForCausalLM": "LeroyDyer/_Spydaz_Web_AI_V2_Aligned--SpydazWebAI_Mistral_Transformer.MistralStarForCausalLM"
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