developer_uid: NischayDnk
submission_id: chaiml-devstral-24b-dpo_14531_v2
model_name: chaiml-devstral-24b-dpo_14531_v2
model_group: ChaiML/devstral-24b-dpos
status: torndown
timestamp: 2025-06-11T15:16:32+00:00
num_battles: 9735
num_wins: 4968
celo_rating: 1294.34
family_friendly_score: 0.5469999999999999
family_friendly_standard_error: 0.007039758518585705
submission_type: basic
model_repo: ChaiML/devstral-24b-dpos1-prefsftgrok-v1-2e-11k-1
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 768
max_output_tokens: 64
reward_model: default
display_name: chaiml-devstral-24b-dpo_14531_v2
is_internal_developer: False
language_model: ChaiML/devstral-24b-dpos1-prefsftgrok-v1-2e-11k-1
model_size: 24B
ranking_group: single
us_pacific_date: 2025-06-11
win_ratio: 0.5103235747303544
generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_end|>', '\n', '<|im_start|>'], 'max_input_tokens': 768, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-devstral-24b-dpo-14531-v2-mkmlizer
Waiting for job on chaiml-devstral-24b-dpo-14531-v2-mkmlizer to finish
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ║                                                                     ║
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chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ║                                                                     ║
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ║  Version: 0.27.1+vampire_v3                                         ║
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ║                                                                     ║
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ║                                                                     ║
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ║                                                                     ║
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: Downloaded to shared memory in 83.965s
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpg5fkw8vh, device:0
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Retrying (%r) after connection broken by '%r': %s
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: quantized model in 48.922s
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: Processed model ChaiML/devstral-24b-dpos1-prefsftgrok-v1-2e-11k-1 in 132.888s
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-14531-v2
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-14531-v2/config.json
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-14531-v2/special_tokens_map.json
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-14531-v2/tokenizer_config.json
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-14531-v2/tokenizer.json
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-14531-v2/flywheel_model.1.safetensors
chaiml-devstral-24b-dpo-14531-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-14531-v2/flywheel_model.0.safetensors
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Job chaiml-devstral-24b-dpo-14531-v2-mkmlizer completed after 166.37s with status: succeeded
Stopping job with name chaiml-devstral-24b-dpo-14531-v2-mkmlizer
Pipeline stage MKMLizer completed in 166.99s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-devstral-24b-dpo-14531-v2
Waiting for inference service chaiml-devstral-24b-dpo-14531-v2 to be ready
Inference service chaiml-devstral-24b-dpo-14531-v2 ready after 110.48807001113892s
Pipeline stage MKMLDeployer completed in 111.08s
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Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.832857131958008s
Received healthy response to inference request in 2.286696434020996s
Received healthy response to inference request in 1.883514642715454s
Received healthy response to inference request in 2.3298521041870117s
5 requests
1 failed requests
5th percentile: 1.9641510009765626
10th percentile: 2.044787359237671
20th percentile: 2.2060600757598876
30th percentile: 2.295327568054199
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99th percentile: 19.467633514404298
mean time: 5.898733901977539
%s, retrying in %s seconds...
Received healthy response to inference request in 1.9926061630249023s
Received healthy response to inference request in 1.8873496055603027s
Received healthy response to inference request in 1.9456017017364502s
Received healthy response to inference request in 2.03692626953125s
Received healthy response to inference request in 2.2719156742095947s
5 requests
0 failed requests
5th percentile: 1.8990000247955323
10th percentile: 1.9106504440307617
20th percentile: 1.9339512825012206
30th percentile: 1.9550025939941407
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90th percentile: 2.1779199123382567
95th percentile: 2.2249177932739257
99th percentile: 2.262516098022461
mean time: 2.0268798828125
Pipeline stage StressChecker completed in 42.63s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.84s
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chaiml-devstral-24b-dpo_14531_v2 status is now deployed due to DeploymentManager action
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.14s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-devstral-24b-dpo-14531-v2-profiler
Waiting for inference service chaiml-devstral-24b-dpo-14531-v2-profiler to be ready
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4298.09s
Shutdown handler de-registered
chaiml-devstral-24b-dpo_14531_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-devstral-24b-dpo_14531_v2 status is now torndown due to DeploymentManager action