Instructions to use chardizard/DyTPythia410mRE-WILD with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use chardizard/DyTPythia410mRE-WILD with Transformers:

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

pipe = pipeline("text-generation", model="chardizard/DyTPythia410mRE-WILD")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("chardizard/DyTPythia410mRE-WILD")
model = AutoModelForCausalLM.from_pretrained("chardizard/DyTPythia410mRE-WILD")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use chardizard/DyTPythia410mRE-WILD with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "chardizard/DyTPythia410mRE-WILD"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "chardizard/DyTPythia410mRE-WILD",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/chardizard/DyTPythia410mRE-WILD

SGLang

How to use chardizard/DyTPythia410mRE-WILD 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 "chardizard/DyTPythia410mRE-WILD" \
    --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": "chardizard/DyTPythia410mRE-WILD",
		"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 "chardizard/DyTPythia410mRE-WILD" \
        --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": "chardizard/DyTPythia410mRE-WILD",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use chardizard/DyTPythia410mRE-WILD with Docker Model Runner:
```
docker model run hf.co/chardizard/DyTPythia410mRE-WILD
```

DyTPythia410mRE-WILD / drive.INFO

chardizard

Duplicate from chardizard/Pythia410mRE-WILD

f8fa1ce verified about 1 year ago

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	Log file created at: 2025/05/06 17:47:52
	Running on machine: f63b1d7fa3fb
	Binary: Built on Mar 25 2025 17:45:25 (1742949925)
	Binary: Built at rbex-enqueue-targets@vnle2.prod.google.com:/google/src/cloud/buildrabbit-username/buildrabbit-client/google3
	Binary: Built for gcc-4.X.Y-crosstool-v18-llvm-grtev4-k8.k8
	Log line format: [IWEF]mmdd hh:mm:ss.uuuuuu threadid file:line] msg
	I0506 17:47:52.552899 1660 init_google.cc:760] Linux version 6.1.123+ (builder@78b5818cbf22) (Chromium OS 16.0_pre484197_p20230405-r10 clang version 16.0.0 (/var/tmp/portage/sys-devel/llvm-16.0_pre484197_p20230405-r10/work/llvm-16.0_pre484197_p20230405/clang 2916b99182752b1aece8cc4479d8d6a20b5e02da), LLD 16.0.0) #1 SMP PREEMPT_DYNAMIC Sun Mar 30 16:01:29 UTC 2025
	I0506 17:47:52.553212 1660 init_google.cc:842] Process id 1660
	I0506 17:47:52.553231 1660 init_google.cc:847] Current working directory /content
	I0506 17:47:52.553233 1660 init_google.cc:849] Current timezone is UTC (currently UTC +00:00)
	I0506 17:47:52.553236 1660 init_google.cc:853] Built on Mar 25 2025 17:45:25 (1742949925)
	I0506 17:47:52.553237 1660 init_google.cc:854] at rbex-enqueue-targets@vnle2.prod.google.com:/google/src/cloud/buildrabbit-username/buildrabbit-client/google3
	I0506 17:47:52.553238 1660 init_google.cc:855] as //apps/drive/fs:drive_fs
	I0506 17:47:52.553239 1660 init_google.cc:856] for gcc-4.X.Y-crosstool-v18-llvm-grtev4-k8.k8
	I0506 17:47:52.553240 1660 init_google.cc:859] from changelist 740548515 with baseline 736951441 in a mint client based on //depot/branches/drive_fs_release_branch/736951441.1/google3
	I0506 17:47:52.553242 1660 init_google.cc:863] Build label: 106.0.4
	I0506 17:47:52.553243 1660 init_google.cc:865] Build tool: Blaze, release blaze-2025.03.07-1 (mainline @734307892)
	I0506 17:47:52.553244 1660 init_google.cc:866] Build target: blaze-out/k8-opt/bin/apps/drive/fs/drive_fs
	I0506 17:47:52.553245 1660 init_google.cc:873] Command line arguments:
	I0506 17:47:52.553245 1660 init_google.cc:875] argv[0]: '/opt/google/drive/drive'
	I0506 17:47:52.553252 1660 init_google.cc:875] argv[1]: '--features=crash_throttle_percentage:100,fuse_max_background:1000,max_read_qps:1000,max_write_qps:1000,max_operation_batch_size:15,max_parallel_push_task_instances:10,opendir_timeout_ms:120000,punctual_poll_for_changes:off,virtual_folders_omit_spaces:true,read_only_mode:false'
	I0506 17:47:52.553254 1660 init_google.cc:875] argv[2]: '--inet_family=IPV4_ONLY'
	I0506 17:47:52.553255 1660 init_google.cc:875] argv[3]: '--metadata_server_auth_uri=172.28.0.1:8009/computeMetadata/v1'
	I0506 17:47:52.553256 1660 init_google.cc:875] argv[4]: '--preferences=trusted_root_certs_file_path:/opt/google/drive/roots.pem,feature_flag_restart_seconds:129600,mount_point_path:/content/drive'
	I0506 17:47:52.553257 1660 init_google.cc:875] argv[5]: '--auto_restart_count=1'
	I0506 17:47:52.553258 1660 init_google.cc:875] argv[6]: '--first_auto_restart_timestamp=326'
	I0506 17:47:52.553259 1660 init_google.cc:875] argv[7]: '--single_process'
	I0506 17:47:52.553260 1660 init_google.cc:875] argv[8]: '--parent_version=106.0.4.0'
	I0506 17:47:52.553727 1660 logger.cc:310] Enabling threaded logging for severity WARNING
	I0506 17:47:52.553912 1660 mlock.cc:219] mlock()-ed 8192 bytes for BuildID, using 2 syscalls.
	E0506 17:47:52.576685 1687 credential_store_linux.cc:42] NOT_FOUND: Cannot open file: No such file or directory; Could not open credential file /root/.config/Google/DriveFS/refresh_token_110432575734220029462 [type.googleapis.com/drive.ds.Status='UNAVAILABLE_RESOURCE']
	=== Source Location Trace: ===
	apps/drive/cello/util/file_system.cc:497
	apps/drive/cello/util/file_system.cc:1388
	E0506 17:47:52.744934 1671 client.cc:6965] NOT_FOUND: Cannot open file: No such file or directory; Failed to update account features file, path:/root/.config/Google/DriveFS/Crashpad/account_features [type.googleapis.com/drive.ds.Status='UNAVAILABLE_RESOURCE']
	=== Source Location Trace: ===
	apps/drive/cello/util/file_system.cc:497
	apps/drive/cello/util/file_system.h:355
	E0506 17:47:53.086606 1687 metrics_recorder_base.h:627] INTERNAL: Metrics database is not initialized.
	=== Source Location Trace: ===
	apps/drive/cello/instrumentation/metrics_transport.cc:342
	E0506 17:47:53.218894 1660 credential_store_linux.cc:42] NOT_FOUND: Cannot open file: No such file or directory; Could not open credential file /root/.config/Google/DriveFS/refresh_token_110432575734220029462 [type.googleapis.com/drive.ds.Status='UNAVAILABLE_RESOURCE']
	=== Source Location Trace: ===
	apps/drive/cello/util/file_system.cc:497
	apps/drive/cello/util/file_system.cc:1388
	E0506 17:47:53.292427 1660 credential_store_linux.cc:42] NOT_FOUND: Cannot open file: No such file or directory; Could not open credential file /root/.config/Google/DriveFS/refresh_token_110432575734220029462 [type.googleapis.com/drive.ds.Status='UNAVAILABLE_RESOURCE']
	=== Source Location Trace: ===
	apps/drive/cello/util/file_system.cc:497
	apps/drive/cello/util/file_system.cc:1388