developer_uid: rirv938
submission_id: chaiml-mistral-24b-2048_63507_v3
model_name: chaiml-mistral-24b-2048_63507_v3
model_group: ChaiML/mistral_24b_2048_
status: torndown
timestamp: 2026-01-18T15:18:24+00:00
num_battles: 11521
num_wins: 6092
celo_rating: 1315.66
family_friendly_score: 0.4918
family_friendly_standard_error: 0.007070116830717863
submission_type: basic
model_repo: ChaiML/mistral_24b_2048_gemini_ds_v2_20k_2250_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': 0.3372936610579682, 'latency_mean': 2.9646970343589785, 'latency_p50': 2.971435546875, 'latency_p90': 3.159989333152771}, {'batch_size': 2, 'throughput': 0.5291972223948935, 'latency_mean': 3.7789842176437376, 'latency_p50': 3.7813018560409546, 'latency_p90': 4.0247259616851805}, {'batch_size': 3, 'throughput': 0.6590303469790446, 'latency_mean': 4.547956473827362, 'latency_p50': 4.568251729011536, 'latency_p90': 4.829503464698791}, {'batch_size': 4, 'throughput': 0.7555520026809668, 'latency_mean': 5.274125643968582, 'latency_p50': 5.249889254570007, 'latency_p90': 5.964292097091675}, {'batch_size': 5, 'throughput': 0.8130208738321139, 'latency_mean': 6.13258335351944, 'latency_p50': 6.105009198188782, 'latency_p90': 6.9912944555282595}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mistral-24b-2048_63507_v3
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/mistral_24b_2048_gemini_ds_v2_20k_2250_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 0.51
us_pacific_date: 2026-01-15
win_ratio: 0.5287735439631976
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', '###', '</s>', '<|im_start|>', '<|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-2048-63507-v3-mkmlizer
Waiting for job on chaiml-mistral-24b-2048-63507-v3-mkmlizer to finish
chaiml-mistral-24b-2048-63507-v3-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-mistral-24b-2048-63507-v3-mkmlizer: bash: no job control in this shell
chaiml-mistral-24b-2048-63507-v3-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-2048-63507-v3-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-mistral-24b-2048-63507-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-24b-2048-63507-v3-mkmlizer: ║                                                                     ║
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chaiml-mistral-24b-2048-63507-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistral-24b-2048-63507-v3-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-63507-v3-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-mistral-24b-2048-63507-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistral-24b-2048-63507-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistral-24b-2048-63507-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-24b-2048-63507-v3-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-63507-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-24b-2048-63507-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-24b-2048-63507-v3-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-63507-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-24b-2048-63507-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-24b-2048-63507-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistral-24b-2048-63507-v3-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-63507-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
HTTP Request: %s %s "%s %d %s"
HTTP Request: %s %s "%s %d %s"
chaiml-mistral-24b-2048-63507-v3-mkmlizer: Downloaded to shared memory in 96.007s
chaiml-mistral-24b-2048-63507-v3-mkmlizer: Checking if ChaiML/mistral_24b_2048_gemini_ds_v2_20k_2250_merged already exists in ChaiML
chaiml-mistral-24b-2048-63507-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7clitja8, device:0
chaiml-mistral-24b-2048-63507-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
HTTP Request: %s %s "%s %d %s"
Falling back to EndpointApi.from_submission implementation
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chaiml-mistral-24b-2048-63507-v3-mkmlizer: The tokenizer you are loading from '/tmp/tmp7clitja8' 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-2048-63507-v3-mkmlizer: quantized model in 328.589s
chaiml-mistral-24b-2048-63507-v3-mkmlizer: Processed model ChaiML/mistral_24b_2048_gemini_ds_v2_20k_2250_merged in 424.596s
chaiml-mistral-24b-2048-63507-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-24b-2048-63507-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-24b-2048-63507-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-24b-2048-63507-v3/nvidia
chaiml-mistral-24b-2048-63507-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-63507-v3/nvidia/config.json
chaiml-mistral-24b-2048-63507-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-63507-v3/nvidia/special_tokens_map.json
chaiml-mistral-24b-2048-63507-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-63507-v3/nvidia/tokenizer_config.json
chaiml-mistral-24b-2048-63507-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-63507-v3/nvidia/tokenizer.json
Falling back to EndpointApi.from_submission implementation
chaiml-mistral-24b-2048-63507-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mistral-24b-2048-63507-v3/nvidia/flywheel_model.1.safetensors
chaiml-mistral-24b-2048-63507-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-24b-2048-63507-v3/nvidia/flywheel_model.0.safetensors
Job chaiml-mistral-24b-2048-63507-v3-mkmlizer completed after 541.09s with status: succeeded
Stopping job with name chaiml-mistral-24b-2048-63507-v3-mkmlizer
Pipeline stage MKMLizer completed in 541.55s
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-mistral-24b-2048-63507-v3
Waiting for inference service chaiml-mistral-24b-2048-63507-v3 to be ready
Falling back to EndpointApi.from_submission implementation
Inference service chaiml-mistral-24b-2048-63507-v3 ready after 161.23802208900452s
Pipeline stage MKMLDeployer completed in 161.84s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.997979164123535s
Received healthy response to inference request in 2.347432851791382s
Received healthy response to inference request in 2.7620248794555664s
Received healthy response to inference request in 3.050861358642578s
Falling back to EndpointApi.from_submission implementation
Received healthy response to inference request in 2.745818614959717s
5 requests
0 failed requests
5th percentile: 2.4271100044250487
10th percentile: 2.506787157058716
20th percentile: 2.66614146232605
30th percentile: 2.749059867858887
40th percentile: 2.7555423736572267
50th percentile: 2.7620248794555664
60th percentile: 2.856406593322754
70th percentile: 2.9507883071899412
80th percentile: 3.008555603027344
90th percentile: 3.029708480834961
95th percentile: 3.0402849197387694
99th percentile: 3.0487460708618164
mean time: 2.7808233737945556
Pipeline stage StressChecker completed in 15.26s
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 0.63s
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 0.60s
Shutdown handler de-registered
chaiml-mistral-24b-2048_63507_v3 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 3265.06s
Shutdown handler de-registered
chaiml-mistral-24b-2048_63507_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral-24b-2048_63507_v3 status is now torndown due to DeploymentManager action
Falling back to EndpointApi.from_submission implementation