chaiml-02f4-69d4-linear-w01

developer_uid: richhx
submission_id: chaiml-02f4-69d4-linear-w01_v55
model_name: chaiml-02f4-69d4-linear-w01_v55
model_group: ChaiML/02f4-69d4-linear-
status: deployed
timestamp: 2026-01-20T00:22:32+00:00
num_battles: 10629
num_wins: 5331
celo_rating: 1301.95
family_friendly_score: 0.5094000000000001
family_friendly_standard_error: 0.007069818102327669
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': 0.5447505684233563, 'latency_mean': 1.8356238389015198, 'latency_p50': 1.8436992168426514, 'latency_p90': 2.0364701271057126}, {'batch_size': 3, 'throughput': 1.0825901405006977, 'latency_mean': 2.7591075682640076, 'latency_p50': 2.7608797550201416, 'latency_p90': 2.97820303440094}, {'batch_size': 5, 'throughput': 1.3752666804248945, 'latency_mean': 3.6250210118293764, 'latency_p50': 3.62516188621521, 'latency_p90': 4.004170632362365}, {'batch_size': 6, 'throughput': 1.4692730161890661, 'latency_mean': 4.048942660093307, 'latency_p50': 4.047335147857666, 'latency_p90': 4.5946441173553465}, {'batch_size': 8, 'throughput': 1.606285364164082, 'latency_mean': 4.942160307168961, 'latency_p50': 4.9768465757369995, 'latency_p90': 5.681054711341858}, {'batch_size': 10, 'throughput': 1.6655753782296572, 'latency_mean': 5.97060686469078, 'latency_p50': 5.973941087722778, 'latency_p90': 6.719176888465881}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-02f4-69d4-linear-w01_v55
is_internal_developer: True
language_model: ChaiML/02f4-69d4-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 1.4
us_pacific_date: 2026-01-19
win_ratio: 0.501552356759808
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-v55-mkmlizer
Waiting for job on chaiml-02f4-69d4-linear-w01-v55-mkmlizer to finish
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: bash: no job control in this shell
chaiml-02f4-69d4-linear-w01-v55-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-v55-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: ║                                                                     ║
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chaiml-02f4-69d4-linear-w01-v55-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-02f4-69d4-linear-w01-v55-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: ║  belonging to:                                                      ║
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: Downloaded to shared memory in 34.570s
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: Checking if ChaiML/02f4-69d4-linear-w01 already exists in ChaiML
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_3qsfc0z, device:0
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: 
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chaiml-02f4-69d4-linear-w01-v55-mkmlizer: The tokenizer you are loading from '/tmp/tmp_3qsfc0z' 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-v55-mkmlizer: quantized model in 275.123s
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: Processed model ChaiML/02f4-69d4-linear-w01 in 309.693s
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: creating bucket guanaco-mkml-models
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v55/nvidia
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v55/nvidia/config.json
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v55/nvidia/special_tokens_map.json
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v55/nvidia/tokenizer_config.json
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v55/nvidia/tokenizer.json
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v55/nvidia/flywheel_model.1.safetensors
chaiml-02f4-69d4-linear-w01-v55-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v55/nvidia/flywheel_model.0.safetensors
Job chaiml-02f4-69d4-linear-w01-v55-mkmlizer completed after 478.77s with status: succeeded
Stopping job with name chaiml-02f4-69d4-linear-w01-v55-mkmlizer
Pipeline stage MKMLizer completed in 479.26s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-02f4-69d4-linear-w01-v55
Waiting for inference service chaiml-02f4-69d4-linear-w01-v55 to be ready
Inference service chaiml-02f4-69d4-linear-w01-v55 ready after 150.95080399513245s
Pipeline stage MKMLDeployer completed in 151.50s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9787743091583252s
Received healthy response to inference request in 1.9824421405792236s
Received healthy response to inference request in 2.0992887020111084s
Received healthy response to inference request in 2.237720012664795s
Received healthy response to inference request in 2.1200506687164307s
5 requests
0 failed requests
5th percentile: 1.9795078754425048
10th percentile: 1.9802414417266845
20th percentile: 1.981708574295044
30th percentile: 2.0058114528656006
40th percentile: 2.0525500774383545
50th percentile: 2.0992887020111084
60th percentile: 2.1075934886932375
70th percentile: 2.115898275375366
80th percentile: 2.1435845375061033
90th percentile: 2.190652275085449
95th percentile: 2.2141861438751222
99th percentile: 2.23301323890686
mean time: 2.0836551666259764
Pipeline stage StressChecker completed in 11.89s
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 0.60s
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 0.63s
Shutdown handler de-registered
chaiml-02f4-69d4-linear-w01_v55 status is now deployed due to DeploymentManager action
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 2108.40s
Shutdown handler de-registered