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: 3,577 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 | """distutils.errors
Provides exceptions used by the Distutils modules. Note that Distutils
modules may raise standard exceptions; in particular, SystemExit is
usually raised for errors that are obviously the end-user's fault
(eg. bad command-line arguments).
This module is safe to use in "from ... import *" mode; it only exports
symbols whose names start with "Distutils" and end with "Error"."""
class DistutilsError (Exception):
"""The root of all Distutils evil."""
pass
class DistutilsModuleError (DistutilsError):
"""Unable to load an expected module, or to find an expected class
within some module (in particular, command modules and classes)."""
pass
class DistutilsClassError (DistutilsError):
"""Some command class (or possibly distribution class, if anyone
feels a need to subclass Distribution) is found not to be holding
up its end of the bargain, ie. implementing some part of the
"command "interface."""
pass
class DistutilsGetoptError (DistutilsError):
"""The option table provided to 'fancy_getopt()' is bogus."""
pass
class DistutilsArgError (DistutilsError):
"""Raised by fancy_getopt in response to getopt.error -- ie. an
error in the command line usage."""
pass
class DistutilsFileError (DistutilsError):
"""Any problems in the filesystem: expected file not found, etc.
Typically this is for problems that we detect before OSError
could be raised."""
pass
class DistutilsOptionError (DistutilsError):
"""Syntactic/semantic errors in command options, such as use of
mutually conflicting options, or inconsistent options,
badly-spelled values, etc. No distinction is made between option
values originating in the setup script, the command line, config
files, or what-have-you -- but if we *know* something originated in
the setup script, we'll raise DistutilsSetupError instead."""
pass
class DistutilsSetupError (DistutilsError):
"""For errors that can be definitely blamed on the setup script,
such as invalid keyword arguments to 'setup()'."""
pass
class DistutilsPlatformError (DistutilsError):
"""We don't know how to do something on the current platform (but
we do know how to do it on some platform) -- eg. trying to compile
C files on a platform not supported by a CCompiler subclass."""
pass
class DistutilsExecError (DistutilsError):
"""Any problems executing an external program (such as the C
compiler, when compiling C files)."""
pass
class DistutilsInternalError (DistutilsError):
"""Internal inconsistencies or impossibilities (obviously, this
should never be seen if the code is working!)."""
pass
class DistutilsTemplateError (DistutilsError):
"""Syntax error in a file list template."""
class DistutilsByteCompileError(DistutilsError):
"""Byte compile error."""
# Exception classes used by the CCompiler implementation classes
class CCompilerError (Exception):
"""Some compile/link operation failed."""
class PreprocessError (CCompilerError):
"""Failure to preprocess one or more C/C++ files."""
class CompileError (CCompilerError):
"""Failure to compile one or more C/C++ source files."""
class LibError (CCompilerError):
"""Failure to create a static library from one or more C/C++ object
files."""
class LinkError (CCompilerError):
"""Failure to link one or more C/C++ object files into an executable
or shared library file."""
class UnknownFileError (CCompilerError):
"""Attempt to process an unknown file type."""
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