developer_uid: rirv938
submission_id: chaiml-mistral-24b-2048_32760_v6
model_name: chaiml-mistral-24b-2048_32760_v6
model_group: ChaiML/mistral_24b_2048_
status: torndown
timestamp: 2026-01-29T16:28:35+00:00
num_battles: 18872
num_wins: 9758
celo_rating: 1316.85
family_friendly_score: 0.5016
family_friendly_standard_error: 0.007071031607905596
submission_type: basic
model_repo: ChaiML/mistral_24b_2048_opus_v1_1250_20k_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': 0.33648278515845637, 'latency_mean': 2.9718532693386077, 'latency_p50': 2.9656554460525513, 'latency_p90': 3.1739306449890137}, {'batch_size': 2, 'throughput': 0.5257054088948576, 'latency_mean': 3.7956100034713747, 'latency_p50': 3.7915130853652954, 'latency_p90': 4.05102505683899}, {'batch_size': 3, 'throughput': 0.6525992583729877, 'latency_mean': 4.573035725355148, 'latency_p50': 4.576297163963318, 'latency_p90': 4.839411187171936}, {'batch_size': 4, 'throughput': 0.7558398470328512, 'latency_mean': 5.281446698904038, 'latency_p50': 5.255895018577576, 'latency_p90': 5.907075357437134}, {'batch_size': 5, 'throughput': 0.8065880715484033, 'latency_mean': 6.168312715291977, 'latency_p50': 6.171218633651733, 'latency_p90': 6.821872234344482}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mistral-24b-2048_32760_v6
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/mistral_24b_2048_opus_v1_1250_20k_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 0.51
us_pacific_date: 2026-01-19
win_ratio: 0.5170623145400594
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': ['<|im_start|>', '</s>', '\n', '<|im_end|>', 'You:', '###'], '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}:', '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-mistral-24b-2048-32760-v6-mkmlizer
Waiting for job on chaiml-mistral-24b-2048-32760-v6-mkmlizer to finish
chaiml-mistral-24b-2048-32760-v6-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-mistral-24b-2048-32760-v6-mkmlizer: bash: no job control in this shell
chaiml-mistral-24b-2048-32760-v6-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-mistral-24b-2048-32760-v6-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-32760-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-24b-2048-32760-v6-mkmlizer: Downloaded to shared memory in 90.473s
chaiml-mistral-24b-2048-32760-v6-mkmlizer: Checking if ChaiML/mistral_24b_2048_opus_v1_1250_20k_merged already exists in ChaiML
chaiml-mistral-24b-2048-32760-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpa379kf3t, device:0
chaiml-mistral-24b-2048-32760-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-24b-2048-32760-v6-mkmlizer: 
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chaiml-mistral-24b-2048-32760-v6-mkmlizer: The tokenizer you are loading from '/tmp/tmpa379kf3t' 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-mistral-24b-2048-32760-v6-mkmlizer: quantized model in 282.088s
chaiml-mistral-24b-2048-32760-v6-mkmlizer: Processed model ChaiML/mistral_24b_2048_opus_v1_1250_20k_merged in 372.561s
chaiml-mistral-24b-2048-32760-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-24b-2048-32760-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-24b-2048-32760-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-24b-2048-32760-v6/nvidia
chaiml-mistral-24b-2048-32760-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-32760-v6/nvidia/config.json
chaiml-mistral-24b-2048-32760-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-32760-v6/nvidia/special_tokens_map.json
chaiml-mistral-24b-2048-32760-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-32760-v6/nvidia/tokenizer_config.json
chaiml-mistral-24b-2048-32760-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-32760-v6/nvidia/tokenizer.json
chaiml-mistral-24b-2048-32760-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mistral-24b-2048-32760-v6/nvidia/flywheel_model.1.safetensors
chaiml-mistral-24b-2048-32760-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-24b-2048-32760-v6/nvidia/flywheel_model.0.safetensors
Job chaiml-mistral-24b-2048-32760-v6-mkmlizer completed after 465.92s with status: succeeded
Stopping job with name chaiml-mistral-24b-2048-32760-v6-mkmlizer
Pipeline stage MKMLizer completed in 467.04s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.25s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral-24b-2048-32760-v6
Waiting for inference service chaiml-mistral-24b-2048-32760-v6 to be ready
Inference service chaiml-mistral-24b-2048-32760-v6 ready after 142.4190113544464s
Pipeline stage MKMLDeployer completed in 143.58s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3570408821105957s
Received healthy response to inference request in 2.919055461883545s
Received healthy response to inference request in 2.9206655025482178s
Received healthy response to inference request in 2.869924306869507s
Received healthy response to inference request in 1.996605396270752s
5 requests
0 failed requests
5th percentile: 2.0686924934387205
10th percentile: 2.1407795906066895
20th percentile: 2.284953784942627
30th percentile: 2.459617567062378
40th percentile: 2.6647709369659425
50th percentile: 2.869924306869507
60th percentile: 2.889576768875122
70th percentile: 2.9092292308807375
80th percentile: 2.9193774700164794
90th percentile: 2.920021486282349
95th percentile: 2.9203434944152833
99th percentile: 2.920601100921631
mean time: 2.6126583099365233
Pipeline stage StressChecker completed in 15.94s
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 1.39s
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 1.50s
Shutdown handler de-registered
chaiml-mistral-24b-2048_32760_v6 status is now deployed due to DeploymentManager action
Shutdown handler registered
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run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mistral-24b-2048-32760-v6-profiler
Waiting for inference service chaiml-mistral-24b-2048-32760-v6-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 2889.96s
Shutdown handler de-registered
chaiml-mistral-24b-2048_32760_v6 status is now protected due to ABTestQueueItem
chaiml-mistral-24b-2048_32760_v6 status is now inactive due to ABTestQueueItem
chaiml-mistral-24b-2048_32760_v6 status is now torndown due to DeploymentManager action