Instructions to use Takvmi/model_pmc_beta_0.01_noise0_0 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Takvmi/model_pmc_beta_0.01_noise0_0 with Transformers:

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

pipe = pipeline("text-generation", model="Takvmi/model_pmc_beta_0.01_noise0_0")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("Takvmi/model_pmc_beta_0.01_noise0_0")
model = AutoModelForCausalLM.from_pretrained("Takvmi/model_pmc_beta_0.01_noise0_0")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use Takvmi/model_pmc_beta_0.01_noise0_0 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "Takvmi/model_pmc_beta_0.01_noise0_0"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Takvmi/model_pmc_beta_0.01_noise0_0",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/Takvmi/model_pmc_beta_0.01_noise0_0

SGLang

How to use Takvmi/model_pmc_beta_0.01_noise0_0 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 "Takvmi/model_pmc_beta_0.01_noise0_0" \
    --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": "Takvmi/model_pmc_beta_0.01_noise0_0",
		"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 "Takvmi/model_pmc_beta_0.01_noise0_0" \
        --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": "Takvmi/model_pmc_beta_0.01_noise0_0",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use Takvmi/model_pmc_beta_0.01_noise0_0 with Docker Model Runner:
```
docker model run hf.co/Takvmi/model_pmc_beta_0.01_noise0_0
```

Takvmi commited on Oct 23, 2024

Commit

cc578e3

verified ·

1 Parent(s): 49cd985

Upload tokenizer

Browse files

Files changed (3) hide show

merges.txt +1 -1
special_tokens_map.json +21 -3
tokenizer.json +3 -1

merges.txt CHANGED Viewed

@@ -1,4 +1,4 @@
-#version: 0.2 - Trained by `huggingface/tokenizers`
 Ġ t
 Ġ a
 h e

+#version: 0.2
 Ġ t
 Ġ a
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special_tokens_map.json CHANGED Viewed

@@ -1,6 +1,18 @@
 {
-  "bos_token": "<|endoftext|>",
-  "eos_token": "<|endoftext|>",
   "pad_token": {
     "content": "[PAD]",
     "lstrip": false,
@@ -8,5 +20,11 @@
     "rstrip": false,
     "single_word": false
   },
-  "unk_token": "<|endoftext|>"
 }

 {
+  "bos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
   "pad_token": {
     "content": "[PAD]",
     "lstrip": false,
     "rstrip": false,
     "single_word": false
   },
+  "unk_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
 }

tokenizer.json CHANGED Viewed

@@ -9,7 +9,7 @@
       "single_word": false,
       "lstrip": false,
       "rstrip": false,
-      "normalized": false,
       "special": true
     },
     {
@@ -48,6 +48,8 @@
     "continuing_subword_prefix": "",
     "end_of_word_suffix": "",
     "fuse_unk": false,
     "vocab": {
       "!": 0,
       "\"": 1,

       "single_word": false,
       "lstrip": false,
       "rstrip": false,
+      "normalized": true,
       "special": true
     },
     {
     "continuing_subword_prefix": "",
     "end_of_word_suffix": "",
     "fuse_unk": false,
+    "byte_fallback": false,
+    "ignore_merges": false,
     "vocab": {
       "!": 0,
       "\"": 1,