developer_uid: rirv938
submission_id: chaiml-mistral-24b-2048_47753_v3
model_name: chaiml-mistral-24b-2048_47753_v3
model_group: ChaiML/mistral_24b_2048_
status: torndown
timestamp: 2026-01-18T15:18:21+00:00
num_battles: 11554
num_wins: 5860
celo_rating: 1300.62
family_friendly_score: 0.5024
family_friendly_standard_error: 0.007070986352695075
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': 0.33712150059808765, 'latency_mean': 2.966223348379135, 'latency_p50': 2.961956739425659, 'latency_p90': 3.1752070426940917}, {'batch_size': 2, 'throughput': 0.5253981847533202, 'latency_mean': 3.799401034116745, 'latency_p50': 3.7949252128601074, 'latency_p90': 4.028862071037293}, {'batch_size': 3, 'throughput': 0.650482652107691, 'latency_mean': 4.591523069143295, 'latency_p50': 4.592913269996643, 'latency_p90': 4.900447630882263}, {'batch_size': 4, 'throughput': 0.7499214514662123, 'latency_mean': 5.305691334009171, 'latency_p50': 5.292917013168335, 'latency_p90': 5.855007696151733}, {'batch_size': 5, 'throughput': 0.8077616555788375, 'latency_mean': 6.172733253240585, 'latency_p50': 6.149091005325317, 'latency_p90': 6.851440715789795}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mistral-24b-2048_47753_v3
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: 0.51
us_pacific_date: 2026-01-15
win_ratio: 0.5071836593387571
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|>', '###', 'You:', '\n', '</s>', '<|im_start|>'], '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-v3-mkmlizer
Waiting for job on chaiml-mistral-24b-2048-47753-v3-mkmlizer to finish
chaiml-mistral-24b-2048-47753-v3-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-mistral-24b-2048-47753-v3-mkmlizer: bash: no job control in this shell
chaiml-mistral-24b-2048-47753-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-2048-47753-v3-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-mistral-24b-2048-47753-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-24b-2048-47753-v3-mkmlizer: ║                                                                     ║
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chaiml-mistral-24b-2048-47753-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistral-24b-2048-47753-v3-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-47753-v3-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-mistral-24b-2048-47753-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistral-24b-2048-47753-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistral-24b-2048-47753-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-24b-2048-47753-v3-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-47753-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-24b-2048-47753-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-24b-2048-47753-v3-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-47753-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-24b-2048-47753-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-24b-2048-47753-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistral-24b-2048-47753-v3-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-47753-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Falling back to EndpointApi.from_submission implementation
chaiml-mistral-24b-2048-47753-v3-mkmlizer: Downloaded to shared memory in 95.997s
chaiml-mistral-24b-2048-47753-v3-mkmlizer: Checking if ChaiML/mistral_24b_2048_gemini_ds_v1_584_merged already exists in ChaiML
chaiml-mistral-24b-2048-47753-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpl_3a80wo, device:0
chaiml-mistral-24b-2048-47753-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
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chaiml-mistral-24b-2048-47753-v3-mkmlizer: The tokenizer you are loading from '/tmp/tmpl_3a80wo' 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-v3-mkmlizer: quantized model in 284.671s
chaiml-mistral-24b-2048-47753-v3-mkmlizer: Processed model ChaiML/mistral_24b_2048_gemini_ds_v1_584_merged in 380.669s
chaiml-mistral-24b-2048-47753-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-24b-2048-47753-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-24b-2048-47753-v3/nvidia
chaiml-mistral-24b-2048-47753-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-47753-v3/nvidia/config.json
chaiml-mistral-24b-2048-47753-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-47753-v3/nvidia/special_tokens_map.json
chaiml-mistral-24b-2048-47753-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-47753-v3/nvidia/tokenizer_config.json
chaiml-mistral-24b-2048-47753-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-47753-v3/nvidia/tokenizer.json
chaiml-mistral-24b-2048-47753-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mistral-24b-2048-47753-v3/nvidia/flywheel_model.1.safetensors
HTTP Request: %s %s "%s %d %s"
chaiml-mistral-24b-2048-47753-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-24b-2048-47753-v3/nvidia/flywheel_model.0.safetensors
Job chaiml-mistral-24b-2048-47753-v3-mkmlizer completed after 490.53s with status: succeeded
Stopping job with name chaiml-mistral-24b-2048-47753-v3-mkmlizer
Pipeline stage MKMLizer completed in 491.02s
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-2048-47753-v3
Waiting for inference service chaiml-mistral-24b-2048-47753-v3 to be ready
HTTP Request: %s %s "%s %d %s"
Inference service chaiml-mistral-24b-2048-47753-v3 ready after 151.0085904598236s
Pipeline stage MKMLDeployer completed in 151.53s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.908918619155884s
Received healthy response to inference request in 1.9891185760498047s
Received healthy response to inference request in 1.731555461883545s
Received healthy response to inference request in 2.7414815425872803s
Received healthy response to inference request in 2.691277027130127s
5 requests
0 failed requests
5th percentile: 1.7830680847167968
10th percentile: 1.8345807075500489
20th percentile: 1.9376059532165528
30th percentile: 2.129550266265869
40th percentile: 2.410413646697998
50th percentile: 2.691277027130127
60th percentile: 2.711358833312988
70th percentile: 2.7314406394958497
80th percentile: 2.774968957901001
90th percentile: 2.841943788528442
95th percentile: 2.875431203842163
99th percentile: 2.90222113609314
mean time: 2.412470245361328
Pipeline stage StressChecker completed in 13.37s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
Falling back to EndpointApi.from_submission implementation
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.65s
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 0.62s
Shutdown handler de-registered
chaiml-mistral-24b-2048_47753_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mistral-24b-2048-47753-v3-profiler
Waiting for inference service chaiml-mistral-24b-2048-47753-v3-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 3202.28s
Shutdown handler de-registered
chaiml-mistral-24b-2048_47753_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral-24b-2048_47753_v3 status is now torndown due to DeploymentManager action
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation