Instructions to use TheBloke/stablecode-completion-alpha-3b-4k-GPTQ with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use TheBloke/stablecode-completion-alpha-3b-4k-GPTQ with Transformers:

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

pipe = pipeline("text-generation", model="TheBloke/stablecode-completion-alpha-3b-4k-GPTQ")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("TheBloke/stablecode-completion-alpha-3b-4k-GPTQ")
model = AutoModelForCausalLM.from_pretrained("TheBloke/stablecode-completion-alpha-3b-4k-GPTQ")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use TheBloke/stablecode-completion-alpha-3b-4k-GPTQ with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "TheBloke/stablecode-completion-alpha-3b-4k-GPTQ"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "TheBloke/stablecode-completion-alpha-3b-4k-GPTQ",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/TheBloke/stablecode-completion-alpha-3b-4k-GPTQ

SGLang

How to use TheBloke/stablecode-completion-alpha-3b-4k-GPTQ 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 "TheBloke/stablecode-completion-alpha-3b-4k-GPTQ" \
    --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": "TheBloke/stablecode-completion-alpha-3b-4k-GPTQ",
		"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 "TheBloke/stablecode-completion-alpha-3b-4k-GPTQ" \
        --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": "TheBloke/stablecode-completion-alpha-3b-4k-GPTQ",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use TheBloke/stablecode-completion-alpha-3b-4k-GPTQ with Docker Model Runner:
```
docker model run hf.co/TheBloke/stablecode-completion-alpha-3b-4k-GPTQ
```

TheBloke commited on Sep 27, 2023

Commit

f7a5402

1 Parent(s): f2856d0

Update base_model formatting

Browse files

Files changed (1) hide show

README.md +17 -17

README.md CHANGED Viewed

@@ -1,34 +1,34 @@
 ---
-datasets:
-- bigcode/starcoderdata
-inference: false
 language:
 - code
 license: apache-2.0
 model-index:
 - name: stabilityai/stablecode-completion-alpha-3b-4k
   results:
-  - dataset:
       name: HumanEval
       type: openai_humaneval
     metrics:
-    - name: pass@1
-      type: pass@1
       value: 0.1768
       verified: false
-    - name: pass@10
-      type: pass@10
       value: 0.2701
       verified: false
-    task:
-      type: text-generation
-model_creator: StabilityAI
-model_link: https://huggingface.co/stabilityai/stablecode-completion-alpha-3b-4k
-model_name: Stablecode Completion Alpha 3B 4K
-model_type: gptneox
-quantized_by: TheBloke
-tags:
-- causal-lm
 ---
 <!-- header start -->

 ---
 language:
 - code
 license: apache-2.0
+tags:
+- causal-lm
+datasets:
+- bigcode/starcoderdata
+inference: false
+model_creator: StabilityAI
+model_link: https://huggingface.co/stabilityai/stablecode-completion-alpha-3b-4k
+model_type: gptneox
+quantized_by: TheBloke
+base_model: stabilityai/stablecode-completion-alpha-3b-4k
 model-index:
 - name: stabilityai/stablecode-completion-alpha-3b-4k
   results:
+  - task:
+      type: text-generation
+    dataset:
       name: HumanEval
       type: openai_humaneval
     metrics:
+    - type: pass@1
       value: 0.1768
+      name: pass@1
       verified: false
+    - type: pass@10
       value: 0.2701
+      name: pass@10
       verified: false
 ---
 <!-- header start -->