developer_uid: rirv938
submission_id: chaiml-mistral-24b-2048-_9638_v4
model_name: chaiml-mistral-24b-2048-_9638_v4
model_group: ChaiML/mistral_24b_2048_
status: torndown
timestamp: 2026-01-14T16:59:20+00:00
num_battles: 10560
num_wins: 5249
celo_rating: 1293.5
family_friendly_score: 0.507
family_friendly_standard_error: 0.007070374813261317
submission_type: basic
model_repo: ChaiML/mistral_24b_2048_opus_v1_2500_20k_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.45734762885314995, 'latency_mean': 2.186454689502716, 'latency_p50': 2.2010669708251953, 'latency_p90': 2.367491936683655}, {'batch_size': 2, 'throughput': 0.6509165906137631, 'latency_mean': 3.061746156215668, 'latency_p50': 3.079233765602112, 'latency_p90': 3.2970624685287477}, {'batch_size': 3, 'throughput': 0.7856264736078157, 'latency_mean': 3.8110605704784395, 'latency_p50': 3.8086204528808594, 'latency_p90': 4.304079508781433}, {'batch_size': 4, 'throughput': 0.8718278969597354, 'latency_mean': 4.576253678798675, 'latency_p50': 4.580349564552307, 'latency_p90': 5.336076331138611}, {'batch_size': 5, 'throughput': 0.9389482066148331, 'latency_mean': 5.3154742300510405, 'latency_p50': 5.308828115463257, 'latency_p90': 6.046786665916443}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mistral-24b-2048-_9638_v4
is_internal_developer: True
language_model: ChaiML/mistral_24b_2048_opus_v1_2500_20k_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 0.77
us_pacific_date: 2026-01-09
win_ratio: 0.49706439393939394
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_end|>', '\n', '</s>', '###', '<|im_start|>', 'You:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
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-2048-9638-v4-mkmlizer
Waiting for job on chaiml-mistral-24b-2048-9638-v4-mkmlizer to finish
chaiml-mistral-24b-2048-9638-v4-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-mistral-24b-2048-9638-v4-mkmlizer: bash: no job control in this shell
chaiml-mistral-24b-2048-9638-v4-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-2048-9638-v4-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-mistral-24b-2048-9638-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-9638-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-24b-2048-9638-v4-mkmlizer: Downloaded to shared memory in 59.285s
chaiml-mistral-24b-2048-9638-v4-mkmlizer: Checking if ChaiML/mistral_24b_2048_opus_v1_2500_20k_merged already exists in ChaiML
chaiml-mistral-24b-2048-9638-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpy2z59vt4, device:0
chaiml-mistral-24b-2048-9638-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-24b-2048-9638-v4-mkmlizer: 
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chaiml-mistral-24b-2048-9638-v4-mkmlizer: The tokenizer you are loading from '/tmp/tmpy2z59vt4' 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-2048-9638-v4-mkmlizer: quantized model in 282.699s
chaiml-mistral-24b-2048-9638-v4-mkmlizer: Processed model ChaiML/mistral_24b_2048_opus_v1_2500_20k_merged in 341.985s
chaiml-mistral-24b-2048-9638-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-24b-2048-9638-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-24b-2048-9638-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-24b-2048-9638-v4/nvidia
chaiml-mistral-24b-2048-9638-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-9638-v4/nvidia/config.json
chaiml-mistral-24b-2048-9638-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-9638-v4/nvidia/special_tokens_map.json
chaiml-mistral-24b-2048-9638-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-9638-v4/nvidia/tokenizer_config.json
chaiml-mistral-24b-2048-9638-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-9638-v4/nvidia/tokenizer.json
chaiml-mistral-24b-2048-9638-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mistral-24b-2048-9638-v4/nvidia/flywheel_model.1.safetensors
chaiml-mistral-24b-2048-9638-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-24b-2048-9638-v4/nvidia/flywheel_model.0.safetensors
Job chaiml-mistral-24b-2048-9638-v4-mkmlizer completed after 571.06s with status: succeeded
Stopping job with name chaiml-mistral-24b-2048-9638-v4-mkmlizer
Pipeline stage MKMLizer completed in 571.55s
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-mistral-24b-2048-9638-v4
Waiting for inference service chaiml-mistral-24b-2048-9638-v4 to be ready
Inference service chaiml-mistral-24b-2048-9638-v4 ready after 171.00050044059753s
Pipeline stage MKMLDeployer completed in 171.51s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.074415922164917s
Received healthy response to inference request in 2.0955440998077393s
Received healthy response to inference request in 2.0880661010742188s
Received healthy response to inference request in 1.9266092777252197s
Received healthy response to inference request in 1.9699382781982422s
5 requests
0 failed requests
5th percentile: 1.9352750778198242
10th percentile: 1.9439408779144287
20th percentile: 1.9612724781036377
30th percentile: 1.9908338069915772
40th percentile: 2.032624864578247
50th percentile: 2.074415922164917
60th percentile: 2.0798759937286375
70th percentile: 2.0853360652923585
80th percentile: 2.089561700820923
90th percentile: 2.092552900314331
95th percentile: 2.094048500061035
99th percentile: 2.0952449798583985
mean time: 2.0309147357940676
Pipeline stage StressChecker completed in 11.66s
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 0.92s
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-mistral-24b-2048-_9638_v4 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 2193.35s
Shutdown handler de-registered
chaiml-mistral-24b-2048-_9638_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral-24b-2048-_9638_v4 status is now torndown due to DeploymentManager action