developer_uid: rirv938
submission_id: chaiml-mistral-24b-2048_47753_v2
model_name: chaiml-mistral-24b-2048_47753_v2
model_group: ChaiML/mistral_24b_2048_
status: torndown
timestamp: 2026-01-14T18:08:40+00:00
num_battles: 12987
num_wins: 6591
celo_rating: 1301.74
family_friendly_score: 0.506
family_friendly_standard_error: 0.007070558676653493
submission_type: basic
model_repo: ChaiML/mistral_24b_2048_gemini_ds_v1_584_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': 0.35229358779577186, 'latency_mean': 2.83846554517746, 'latency_p50': 2.8415098190307617, 'latency_p90': 3.0335872650146483}, {'batch_size': 2, 'throughput': 0.5603007931389271, 'latency_mean': 3.5607754838466645, 'latency_p50': 3.563049793243408, 'latency_p90': 3.8216148853302}, {'batch_size': 3, 'throughput': 0.704009465283509, 'latency_mean': 4.251773519515991, 'latency_p50': 4.24611222743988, 'latency_p90': 4.521121644973755}, {'batch_size': 4, 'throughput': 0.7963060048396442, 'latency_mean': 5.002977983951569, 'latency_p50': 5.021423935890198, 'latency_p90': 5.454271411895752}, {'batch_size': 5, 'throughput': 0.8777271011054805, 'latency_mean': 5.687289731502533, 'latency_p50': 5.677467584609985, 'latency_p90': 6.243321752548217}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-mistral-24b-2048_47753_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/mistral_24b_2048_gemini_ds_v1_584_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 0.59
us_pacific_date: 2026-01-07
win_ratio: 0.5075075075075075
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': ['You:', '</s>', '\n', '<|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}:', '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-2048-47753-v2-mkmlizer
Waiting for job on chaiml-mistral-24b-2048-47753-v2-mkmlizer to finish
chaiml-mistral-24b-2048-47753-v2-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-mistral-24b-2048-47753-v2-mkmlizer: bash: no job control in this shell
chaiml-mistral-24b-2048-47753-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-mistral-24b-2048-47753-v2-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-47753-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-24b-2048-47753-v2-mkmlizer: Downloaded to shared memory in 93.144s
chaiml-mistral-24b-2048-47753-v2-mkmlizer: Checking if ChaiML/mistral_24b_2048_gemini_ds_v1_584_merged already exists in ChaiML
chaiml-mistral-24b-2048-47753-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpid52kcex, device:0
chaiml-mistral-24b-2048-47753-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-24b-2048-47753-v2-mkmlizer: 
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chaiml-mistral-24b-2048-47753-v2-mkmlizer: The tokenizer you are loading from '/tmp/tmpid52kcex' 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-2048-47753-v2-mkmlizer: quantized model in 327.092s
chaiml-mistral-24b-2048-47753-v2-mkmlizer: Processed model ChaiML/mistral_24b_2048_gemini_ds_v1_584_merged in 420.237s
chaiml-mistral-24b-2048-47753-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-24b-2048-47753-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-24b-2048-47753-v2/nvidia
chaiml-mistral-24b-2048-47753-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-47753-v2/nvidia/tokenizer_config.json
chaiml-mistral-24b-2048-47753-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-47753-v2/nvidia/special_tokens_map.json
chaiml-mistral-24b-2048-47753-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-47753-v2/nvidia/config.json
chaiml-mistral-24b-2048-47753-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mistral-24b-2048-47753-v2/nvidia/flywheel_model.1.safetensors
chaiml-mistral-24b-2048-47753-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-24b-2048-47753-v2/nvidia/flywheel_model.0.safetensors
Job chaiml-mistral-24b-2048-47753-v2-mkmlizer completed after 530.22s with status: succeeded
Stopping job with name chaiml-mistral-24b-2048-47753-v2-mkmlizer
Pipeline stage MKMLizer completed in 530.76s
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-2048-47753-v2
Waiting for inference service chaiml-mistral-24b-2048-47753-v2 to be ready
Tearing down inference service chaiml-mistral-24b-2048-47753-v2
%s, retrying in %s seconds...
Creating inference service chaiml-mistral-24b-2048-47753-v2
Waiting for inference service chaiml-mistral-24b-2048-47753-v2 to be ready
Inference service chaiml-mistral-24b-2048-47753-v2 ready after 241.34677124023438s
Pipeline stage MKMLDeployer completed in 252.70s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.7017061710357666s
Received healthy response to inference request in 2.1216917037963867s
Received healthy response to inference request in 1.974548101425171s
Received healthy response to inference request in 2.356555223464966s
Received healthy response to inference request in 2.7680253982543945s
5 requests
0 failed requests
5th percentile: 2.003976821899414
10th percentile: 2.0334055423736572
20th percentile: 2.0922629833221436
30th percentile: 2.1686644077301027
40th percentile: 2.2626098155975343
50th percentile: 2.356555223464966
60th percentile: 2.494615602493286
70th percentile: 2.6326759815216065
80th percentile: 2.714970016479492
90th percentile: 2.7414977073669435
95th percentile: 2.754761552810669
99th percentile: 2.7653726291656495
mean time: 2.3845053195953367
Pipeline stage StressChecker completed in 13.27s
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 0.67s
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 0.64s
Shutdown handler de-registered
chaiml-mistral-24b-2048_47753_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 2507.25s
Shutdown handler de-registered
chaiml-mistral-24b-2048_47753_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral-24b-2048_47753_v2 status is now torndown due to DeploymentManager action