Instructions to use curiousily/tiny-crypto-sentiment-analysis with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use curiousily/tiny-crypto-sentiment-analysis with Transformers:

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

pipe = pipeline("text-generation", model="curiousily/tiny-crypto-sentiment-analysis")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("curiousily/tiny-crypto-sentiment-analysis")
model = AutoModelForCausalLM.from_pretrained("curiousily/tiny-crypto-sentiment-analysis")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use curiousily/tiny-crypto-sentiment-analysis with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/curiousily/tiny-crypto-sentiment-analysis

SGLang

How to use curiousily/tiny-crypto-sentiment-analysis 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 "curiousily/tiny-crypto-sentiment-analysis" \
    --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": "curiousily/tiny-crypto-sentiment-analysis",
		"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 "curiousily/tiny-crypto-sentiment-analysis" \
        --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": "curiousily/tiny-crypto-sentiment-analysis",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use curiousily/tiny-crypto-sentiment-analysis with Docker Model Runner:
```
docker model run hf.co/curiousily/tiny-crypto-sentiment-analysis
```

curiousily commited on Feb 13, 2024

Commit

f106867

verified ·

1 Parent(s): 4e867fd

Upload tokenizer

Browse files

Files changed (2) hide show

tokenizer.json +1 -33
tokenizer_config.json +1 -1

tokenizer.json CHANGED Viewed

@@ -1,11 +1,6 @@
 {
   "version": "1.0",
-  "truncation": {
-    "direction": "Right",
-    "max_length": 1024,
-    "strategy": "LongestFirst",
-    "stride": 0
-  },
   "padding": null,
   "added_tokens": [
     {
@@ -76,12 +71,6 @@
           "id": "A",
           "type_id": 0
         }
-      },
-      {
-        "SpecialToken": {
-          "id": "</s>",
-          "type_id": 0
-        }
       }
     ],
     "pair": [
@@ -97,12 +86,6 @@
           "type_id": 0
         }
       },
-      {
-        "SpecialToken": {
-          "id": "</s>",
-          "type_id": 0
-        }
-      },
       {
         "SpecialToken": {
           "id": "<s>",
@@ -114,24 +97,9 @@
           "id": "B",
           "type_id": 1
         }
-      },
-      {
-        "SpecialToken": {
-          "id": "</s>",
-          "type_id": 1
-        }
       }
     ],
     "special_tokens": {
-      "</s>": {
-        "id": "</s>",
-        "ids": [
-          2
-        ],
-        "tokens": [
-          "</s>"
-        ]
-      },
       "<s>": {
         "id": "<s>",
         "ids": [

 {
   "version": "1.0",
+  "truncation": null,
   "padding": null,
   "added_tokens": [
     {
           "id": "A",
           "type_id": 0
         }
       }
     ],
     "pair": [
           "type_id": 0
         }
       },
       {
         "SpecialToken": {
           "id": "<s>",
           "id": "B",
           "type_id": 1
         }
       }
     ],
     "special_tokens": {
       "<s>": {
         "id": "<s>",
         "ids": [

tokenizer_config.json CHANGED Viewed

@@ -1,6 +1,6 @@
 {
   "add_bos_token": true,
-  "add_eos_token": true,
   "added_tokens_decoder": {
     "0": {
       "content": "<unk>",

 {
   "add_bos_token": true,
+  "add_eos_token": false,
   "added_tokens_decoder": {
     "0": {
       "content": "<unk>",