chaiml-97p-3ff-chaiml-m_52689

developer_uid: rirv938
submission_id: chaiml-97p-3ff-chaiml-m_52689_v2
model_name: chaiml-97p-3ff-chaiml-m_52689_v2
model_group: ChaiML/97p_3ff_chaiml_mi
status: torndown
timestamp: 2026-01-17T06:43:12+00:00
num_battles: 13240
num_wins: 7019
celo_rating: 1314.36
family_friendly_score: 0.40180000000000005
family_friendly_standard_error: 0.0069333507051064424
submission_type: basic
model_repo: ChaiML/97p_3ff_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': 0.350618408867082, 'latency_mean': 2.852019929885864, 'latency_p50': 2.854861617088318, 'latency_p90': 3.0361684799194335}, {'batch_size': 2, 'throughput': 0.553795126769275, 'latency_mean': 3.6016490089893343, 'latency_p50': 3.601738929748535, 'latency_p90': 3.846576380729675}, {'batch_size': 3, 'throughput': 0.6959053057468568, 'latency_mean': 4.296403077840805, 'latency_p50': 4.296159982681274, 'latency_p90': 4.5175007581710815}, {'batch_size': 4, 'throughput': 0.7876420283575235, 'latency_mean': 5.0476143932342525, 'latency_p50': 5.038969039916992, 'latency_p90': 5.470137453079223}, {'batch_size': 5, 'throughput': 0.8536255062528869, 'latency_mean': 5.846668968200683, 'latency_p50': 5.852988600730896, 'latency_p90': 6.334989690780639}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-97p-3ff-chaiml-m_52689_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/97p_3ff_chaiml_mistral_24b_2048_77769_v1_cp1248_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 0.58
us_pacific_date: 2026-01-13
win_ratio: 0.5301359516616314
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:', '<|im_start|>', '###', '</s>', '<|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-97p-3ff-chaiml-m-52689-v2-mkmlizer
Waiting for job on chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer to finish
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: bash: no job control in this shell
chaiml-97p-3ff-chaiml-m-52689-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-97p-3ff-chaiml-m-52689-v2-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: ║                                                                     ║
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chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: ║                                                                     ║
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: ║                                                                     ║
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: ║                                                                     ║
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: ║                                                                     ║
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: Downloaded to shared memory in 100.552s
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: Checking if ChaiML/97p_3ff_chaiml_mistral_24b_2048_77769_v1_cp1248_merged already exists in ChaiML
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpbd8qu9mk, device:0
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: The tokenizer you are loading from '/tmp/tmpbd8qu9mk' 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-97p-3ff-chaiml-m-52689-v2-mkmlizer: quantized model in 282.819s
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: Processed model ChaiML/97p_3ff_chaiml_mistral_24b_2048_77769_v1_cp1248_merged in 383.371s
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-97p-3ff-chaiml-m-52689-v2/nvidia
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-97p-3ff-chaiml-m-52689-v2/nvidia/special_tokens_map.json
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-97p-3ff-chaiml-m-52689-v2/nvidia/config.json
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-97p-3ff-chaiml-m-52689-v2/nvidia/tokenizer_config.json
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-97p-3ff-chaiml-m-52689-v2/nvidia/tokenizer.json
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-97p-3ff-chaiml-m-52689-v2/nvidia/flywheel_model.1.safetensors
chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-97p-3ff-chaiml-m-52689-v2/nvidia/flywheel_model.0.safetensors
Job chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer completed after 460.52s with status: succeeded
Stopping job with name chaiml-97p-3ff-chaiml-m-52689-v2-mkmlizer
Pipeline stage MKMLizer completed in 461.03s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-97p-3ff-chaiml-m-52689-v2
Waiting for inference service chaiml-97p-3ff-chaiml-m-52689-v2 to be ready
Inference service chaiml-97p-3ff-chaiml-m-52689-v2 ready after 181.24165558815002s
Pipeline stage MKMLDeployer completed in 182.47s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.4519011974334717s
Received healthy response to inference request in 2.844119071960449s
Received healthy response to inference request in 2.897900104522705s
Received healthy response to inference request in 2.775493860244751s
Received healthy response to inference request in 2.8842408657073975s
5 requests
0 failed requests
5th percentile: 2.7892189025878906
10th percentile: 2.8029439449310303
20th percentile: 2.8303940296173096
30th percentile: 2.852143430709839
40th percentile: 2.8681921482086183
50th percentile: 2.8842408657073975
60th percentile: 2.8897045612335206
70th percentile: 2.8951682567596437
80th percentile: 3.0087003231048586
90th percentile: 3.230300760269165
95th percentile: 3.341100978851318
99th percentile: 3.429741153717041
mean time: 2.970731019973755
Pipeline stage StressChecker completed in 16.42s
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 0.64s
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 0.68s
Shutdown handler de-registered
chaiml-97p-3ff-chaiml-m_52689_v2 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 3004.34s
Shutdown handler de-registered
chaiml-97p-3ff-chaiml-m_52689_v2 status is now torndown due to DeploymentManager action
Falling back to EndpointApi.from_submission implementation