developer_uid: chai_backend_admin
submission_id: chaiml-02f4-69d4-linear-w01_v49
model_name: chaiml-02f4-69d4-linear-w01_v49
model_group: ChaiML/02f4-69d4-linear-
status: torndown
timestamp: 2025-12-29T21:46:48+00:00
num_battles: 12464
num_wins: 6421
celo_rating: 1296.17
family_friendly_score: 0.5124
family_friendly_standard_error: 0.007068892982638794
submission_type: basic
model_repo: ChaiML/02f4-69d4-linear-w01
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5417047341966487, 'latency_mean': 1.8459463238716125, 'latency_p50': 1.8686619997024536, 'latency_p90': 2.0328942060470583}, {'batch_size': 3, 'throughput': 1.0837280327629046, 'latency_mean': 2.755539599657059, 'latency_p50': 2.7511061429977417, 'latency_p90': 3.0640390396118162}, {'batch_size': 5, 'throughput': 1.3967132866526244, 'latency_mean': 3.562632495164871, 'latency_p50': 3.5561453104019165, 'latency_p90': 4.055568671226501}, {'batch_size': 6, 'throughput': 1.4982681102735065, 'latency_mean': 3.9726330149173736, 'latency_p50': 3.999980926513672, 'latency_p90': 4.531327843666077}, {'batch_size': 8, 'throughput': 1.6373181612123011, 'latency_mean': 4.85124765753746, 'latency_p50': 4.848719239234924, 'latency_p90': 5.5174600839614865}, {'batch_size': 10, 'throughput': 1.6996811438415667, 'latency_mean': 5.836308932304382, 'latency_p50': 5.821293830871582, 'latency_p90': 6.773843884468079}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-02f4-69d4-linear-w01_v49
is_internal_developer: True
language_model: ChaiML/02f4-69d4-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 1.44
us_pacific_date: 2025-12-26
win_ratio: 0.5151636713735558
generation_params: {'temperature': 0.7, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 80, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': True}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-02f4-69d4-linear-w01-v49-mkmlizer
Waiting for job on chaiml-02f4-69d4-linear-w01-v49-mkmlizer to finish
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: bash: no job control in this shell
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: /root/miniconda3/envs/nvidia/lib/python3.11/site-packages/mk1/__init__.py:1: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
chaiml-02f4-69d4-linear-w01-v49-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ║                                                                     ║
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chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ║  belonging to:                                                      ║
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Stopping job with name chaiml-02f4-69d4-linear-w01-v49-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-02f4-69d4-linear-w01-v49-mkmlizer
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chaiml-02f4-69d4-linear-w01-v49-mkmlizer: Downloaded to shared memory in 37.944s
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: Checking if ChaiML/02f4-69d4-linear-w01 already exists in ChaiML
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpgslm1r7d, device:0
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-02f4-69d4-linear_76375_v3: HTTPConnectionPool(host='chaiml-02f4-69d4-linear-76375-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: 
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chaiml-02f4-69d4-linear-w01-v49-mkmlizer: The tokenizer you are loading from '/tmp/tmpgslm1r7d' with an incorrect regex pattern: https://huggingface.co/mistralai/Mistral-Small-3.1-24B-Instruct-2503/discussions/84#69121093e8b480e709447d5e. This will lead to incorrect tokenization. You should set the `fix_mistral_regex=True` flag when loading this tokenizer to fix this issue.
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: quantized model in 274.466s
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: Processed model ChaiML/02f4-69d4-linear-w01 in 312.411s
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: creating bucket guanaco-mkml-models
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v49/nvidia/tokenizer.json
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v49/nvidia/flywheel_model.0.safetensors
chaiml-02f4-69d4-linear-w01-v49-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v49/nvidia/flywheel_model.1.safetensors
Job chaiml-02f4-69d4-linear-w01-v49-mkmlizer completed after 368.32s with status: succeeded
Stopping job with name chaiml-02f4-69d4-linear-w01-v49-mkmlizer
Pipeline stage MKMLizer completed in 625.68s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-02f4-69d4-linear-w01-v49
Waiting for inference service chaiml-02f4-69d4-linear-w01-v49 to be ready
Inference service chaiml-02f4-69d4-linear-w01-v49 ready after 141.44312047958374s
Pipeline stage MKMLDeployer completed in 142.04s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2516021728515625s
Received healthy response to inference request in 2.195298194885254s
Received healthy response to inference request in 2.127131938934326s
Received healthy response to inference request in 1.9028222560882568s
Received healthy response to inference request in 2.002950668334961s
5 requests
0 failed requests
5th percentile: 1.9228479385375976
10th percentile: 1.9428736209869384
20th percentile: 1.9829249858856202
30th percentile: 2.027786922454834
40th percentile: 2.07745943069458
50th percentile: 2.127131938934326
60th percentile: 2.1543984413146973
70th percentile: 2.1816649436950684
80th percentile: 2.2065589904785154
90th percentile: 2.229080581665039
95th percentile: 2.240341377258301
99th percentile: 2.24935001373291
mean time: 2.0959610462188722
Pipeline stage StressChecker completed in 12.01s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.69s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.62s
Shutdown handler de-registered
chaiml-02f4-69d4-linear-w01_v49 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Generating Leaderboard row for %s
Generated Leaderboard row for %s
Pipeline stage OfflineFamilyFriendlyScorer completed in 2415.07s
Shutdown handler de-registered
chaiml-02f4-69d4-linear-w01_v49 status is now torndown due to DeploymentManager action