Instructions to use Floobin/TSwifty-SN6 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Floobin/TSwifty-SN6 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="Floobin/TSwifty-SN6") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("Floobin/TSwifty-SN6") model = AutoModelForCausalLM.from_pretrained("Floobin/TSwifty-SN6", device_map="auto") messages = [ {"role": "user", "content": "Who are you?"}, ] inputs = tokenizer.apply_chat_template( messages, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors="pt", ).to(model.device) outputs = model.generate(**inputs, max_new_tokens=40) print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use Floobin/TSwifty-SN6 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "Floobin/TSwifty-SN6" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Floobin/TSwifty-SN6", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/Floobin/TSwifty-SN6
- SGLang
How to use Floobin/TSwifty-SN6 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 "Floobin/TSwifty-SN6" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Floobin/TSwifty-SN6", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'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 "Floobin/TSwifty-SN6" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Floobin/TSwifty-SN6", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use Floobin/TSwifty-SN6 with Docker Model Runner:
docker model run hf.co/Floobin/TSwifty-SN6
File size: 4,994 Bytes
0a594a8 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 | import os
from glob import glob
from distutils.util import convert_path
from distutils.command import sdist
from setuptools.extern.six.moves import filter
class sdist_add_defaults:
"""
Mix-in providing forward-compatibility for functionality as found in
distutils on Python 3.7.
Do not edit the code in this class except to update functionality
as implemented in distutils. Instead, override in the subclass.
"""
def add_defaults(self):
"""Add all the default files to self.filelist:
- README or README.txt
- setup.py
- test/test*.py
- all pure Python modules mentioned in setup script
- all files pointed by package_data (build_py)
- all files defined in data_files.
- all files defined as scripts.
- all C sources listed as part of extensions or C libraries
in the setup script (doesn't catch C headers!)
Warns if (README or README.txt) or setup.py are missing; everything
else is optional.
"""
self._add_defaults_standards()
self._add_defaults_optional()
self._add_defaults_python()
self._add_defaults_data_files()
self._add_defaults_ext()
self._add_defaults_c_libs()
self._add_defaults_scripts()
@staticmethod
def _cs_path_exists(fspath):
"""
Case-sensitive path existence check
>>> sdist_add_defaults._cs_path_exists(__file__)
True
>>> sdist_add_defaults._cs_path_exists(__file__.upper())
False
"""
if not os.path.exists(fspath):
return False
# make absolute so we always have a directory
abspath = os.path.abspath(fspath)
directory, filename = os.path.split(abspath)
return filename in os.listdir(directory)
def _add_defaults_standards(self):
standards = [self.READMES, self.distribution.script_name]
for fn in standards:
if isinstance(fn, tuple):
alts = fn
got_it = False
for fn in alts:
if self._cs_path_exists(fn):
got_it = True
self.filelist.append(fn)
break
if not got_it:
self.warn("standard file not found: should have one of " +
', '.join(alts))
else:
if self._cs_path_exists(fn):
self.filelist.append(fn)
else:
self.warn("standard file '%s' not found" % fn)
def _add_defaults_optional(self):
optional = ['test/test*.py', 'setup.cfg']
for pattern in optional:
files = filter(os.path.isfile, glob(pattern))
self.filelist.extend(files)
def _add_defaults_python(self):
# build_py is used to get:
# - python modules
# - files defined in package_data
build_py = self.get_finalized_command('build_py')
# getting python files
if self.distribution.has_pure_modules():
self.filelist.extend(build_py.get_source_files())
# getting package_data files
# (computed in build_py.data_files by build_py.finalize_options)
for pkg, src_dir, build_dir, filenames in build_py.data_files:
for filename in filenames:
self.filelist.append(os.path.join(src_dir, filename))
def _add_defaults_data_files(self):
# getting distribution.data_files
if self.distribution.has_data_files():
for item in self.distribution.data_files:
if isinstance(item, str):
# plain file
item = convert_path(item)
if os.path.isfile(item):
self.filelist.append(item)
else:
# a (dirname, filenames) tuple
dirname, filenames = item
for f in filenames:
f = convert_path(f)
if os.path.isfile(f):
self.filelist.append(f)
def _add_defaults_ext(self):
if self.distribution.has_ext_modules():
build_ext = self.get_finalized_command('build_ext')
self.filelist.extend(build_ext.get_source_files())
def _add_defaults_c_libs(self):
if self.distribution.has_c_libraries():
build_clib = self.get_finalized_command('build_clib')
self.filelist.extend(build_clib.get_source_files())
def _add_defaults_scripts(self):
if self.distribution.has_scripts():
build_scripts = self.get_finalized_command('build_scripts')
self.filelist.extend(build_scripts.get_source_files())
if hasattr(sdist.sdist, '_add_defaults_standards'):
# disable the functionality already available upstream
class sdist_add_defaults: # noqa
pass
|