developer_uid: rirv938
submission_id: chaiml-93p-7ff-chaiml-mi_3891_v2
model_name: chaiml-93p-7ff-chaiml-mi_3891_v2
model_group: ChaiML/93p_7ff_chaiml_mi
status: torndown
timestamp: 2026-01-17T18:38:28+00:00
num_battles: 16299
num_wins: 8521
celo_rating: 1310.13
family_friendly_score: 0.39759999999999995
family_friendly_standard_error: 0.006921188337272725
submission_type: basic
model_repo: ChaiML/93p_7ff_chaiml_mistral_24b_2048_77769_v1_cp1248_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 96
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.34019691188910045, 'latency_mean': 2.9394068348407747, 'latency_p50': 2.932824492454529, 'latency_p90': 3.1388121604919434}, {'batch_size': 2, 'throughput': 0.5319824110570646, 'latency_mean': 3.7435119414329527, 'latency_p50': 3.755623698234558, 'latency_p90': 3.947529673576355}, {'batch_size': 3, 'throughput': 0.664675844264096, 'latency_mean': 4.493365625143051, 'latency_p50': 4.499328017234802, 'latency_p90': 4.874184322357177}, {'batch_size': 4, 'throughput': 0.7624874264933431, 'latency_mean': 5.224155751466751, 'latency_p50': 5.217802405357361, 'latency_p90': 5.857048773765563}, {'batch_size': 5, 'throughput': 0.8233563470632164, 'latency_mean': 6.044714151620865, 'latency_p50': 6.049049496650696, 'latency_p90': 6.655296111106872}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-93p-7ff-chaiml-mi_3891_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/93p_7ff_chaiml_mistral_24b_2048_77769_v1_cp1248_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 0.53
us_pacific_date: 2026-01-14
win_ratio: 0.5227928093748083
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.1, 'frequency_penalty': 0.0, 'stopping_words': ['\n', 'You:', '</s>', '###', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 96}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name} <style="funny">:', 'truncate_by_message': False}
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-93p-7ff-chaiml-mi-3891-v2-mkmlizer
Waiting for job on chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer to finish
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: bash: no job control in this shell
chaiml-93p-7ff-chaiml-mi-3891-v2-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-93p-7ff-chaiml-mi-3891-v2-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║                                                                     ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║                                                                     ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║                                                                     ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║                                                                     ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ║                                                                     ║
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: Downloaded to shared memory in 98.051s
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: Checking if ChaiML/93p_7ff_chaiml_mistral_24b_2048_77769_v1_cp1248_merged already exists in ChaiML
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpy4k7fwgl, device:0
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: 
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chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: The tokenizer you are loading from '/tmp/tmpy4k7fwgl' 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-93p-7ff-chaiml-mi-3891-v2-mkmlizer: quantized model in 328.259s
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: Processed model ChaiML/93p_7ff_chaiml_mistral_24b_2048_77769_v1_cp1248_merged in 426.311s
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-93p-7ff-chaiml-mi-3891-v2/nvidia
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-93p-7ff-chaiml-mi-3891-v2/nvidia/config.json
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-93p-7ff-chaiml-mi-3891-v2/nvidia/special_tokens_map.json
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-93p-7ff-chaiml-mi-3891-v2/nvidia/tokenizer_config.json
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-93p-7ff-chaiml-mi-3891-v2/nvidia/tokenizer.json
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-93p-7ff-chaiml-mi-3891-v2/nvidia/flywheel_model.1.safetensors
chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-93p-7ff-chaiml-mi-3891-v2/nvidia/flywheel_model.0.safetensors
Job chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer completed after 512.34s with status: succeeded
Stopping job with name chaiml-93p-7ff-chaiml-mi-3891-v2-mkmlizer
Pipeline stage MKMLizer completed in 513.03s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-93p-7ff-chaiml-mi-3891-v2
Waiting for inference service chaiml-93p-7ff-chaiml-mi-3891-v2 to be ready
HTTP Request: %s %s "%s %d %s"
HTTP Request: %s %s "%s %d %s"
HTTP Request: %s %s "%s %d %s"
Inference service chaiml-93p-7ff-chaiml-mi-3891-v2 ready after 150.88908982276917s
Pipeline stage MKMLDeployer completed in 151.64s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.854628801345825s
Received healthy response to inference request in 3.509827136993408s
Received healthy response to inference request in 2.9254350662231445s
Received healthy response to inference request in 2.6412556171417236s
Received healthy response to inference request in 2.8203587532043457s
5 requests
0 failed requests
5th percentile: 2.677076244354248
10th percentile: 2.7128968715667723
20th percentile: 2.7845381259918214
30th percentile: 2.827212762832642
40th percentile: 2.8409207820892335
50th percentile: 2.854628801345825
60th percentile: 2.8829513072967528
70th percentile: 2.9112738132476808
80th percentile: 3.042313480377197
90th percentile: 3.276070308685303
95th percentile: 3.3929487228393556
99th percentile: 3.4864514541625975
mean time: 2.9503010749816894
Pipeline stage StressChecker completed in 16.34s
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 0.65s
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 0.74s
Shutdown handler de-registered
chaiml-93p-7ff-chaiml-mi_3891_v2 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
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-93p-7ff-chaiml-mi-3891-v2-profiler
Waiting for inference service chaiml-93p-7ff-chaiml-mi-3891-v2-profiler to be ready
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 3257.87s
Shutdown handler de-registered
chaiml-93p-7ff-chaiml-mi_3891_v2 status is now torndown due to DeploymentManager action