developer_uid: NischayDnk
submission_id: chaiml-devstral24b-sfte_43606_v1
model_name: chaiml-devstral24b-sfte_43606_v1
model_group: ChaiML/devstral24b-sftex
status: torndown
timestamp: 2025-07-24T00:29:44+00:00
num_battles: 6910
num_wins: 3566
celo_rating: 1284.01
family_friendly_score: 0.5256000000000001
family_friendly_standard_error: 0.007061793539887725
submission_type: basic
model_repo: ChaiML/devstral24b-sftexp1-existqwen235b-1hr-500convo-try1-autoreg
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5546583641412053, 'latency_mean': 1.8027891576290132, 'latency_p50': 1.8124405145645142, 'latency_p90': 1.984042263031006}, {'batch_size': 3, 'throughput': 1.111391481144328, 'latency_mean': 2.690944595336914, 'latency_p50': 2.6838728189468384, 'latency_p90': 2.956824231147766}, {'batch_size': 5, 'throughput': 1.403039400655912, 'latency_mean': 3.5349270939826964, 'latency_p50': 3.558243751525879, 'latency_p90': 4.010636591911316}, {'batch_size': 6, 'throughput': 1.5067428113446442, 'latency_mean': 3.9547946894168855, 'latency_p50': 3.9659359455108643, 'latency_p90': 4.4320587635040285}, {'batch_size': 8, 'throughput': 1.620853353879967, 'latency_mean': 4.899990298748016, 'latency_p50': 4.92720890045166, 'latency_p90': 5.4908582210540775}, {'batch_size': 10, 'throughput': 1.7346138465543353, 'latency_mean': 5.717466650009155, 'latency_p50': 5.778207421302795, 'latency_p90': 6.397200894355774}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-devstral24b-sfte_43606_v1
is_internal_developer: False
language_model: ChaiML/devstral24b-sftexp1-existqwen235b-1hr-500convo-try1-autoreg
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-07-23
win_ratio: 0.5160636758321273
generation_params: {'temperature': 0.6, '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': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>{bot_name}memory:{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': True}
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-devstral24b-sfte-43606-v1-mkmlizer
Waiting for job on chaiml-devstral24b-sfte-43606-v1-mkmlizer to finish
chaiml-devstral24b-sfte-43606-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-devstral24b-sfte-43606-v1-mkmlizer: ║                                                                     ║
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chaiml-devstral24b-sfte-43606-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-devstral24b-sfte-43606-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-devstral24b-sfte-43606-v1-mkmlizer: ║                                                                     ║
chaiml-devstral24b-sfte-43606-v1-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-devstral24b-sfte-43606-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-devstral24b-sfte-43606-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-devstral24b-sfte-43606-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-devstral24b-sfte-43606-v1-mkmlizer: ║                                                                     ║
chaiml-devstral24b-sfte-43606-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-devstral24b-sfte-43606-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-devstral24b-sfte-43606-v1-mkmlizer: ║                                                                     ║
chaiml-devstral24b-sfte-43606-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-devstral24b-sfte-43606-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-devstral24b-sfte-43606-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-devstral24b-sfte-43606-v1-mkmlizer: ║                                                                     ║
chaiml-devstral24b-sfte-43606-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-devstral24b-sfte-43606-v1-mkmlizer: Downloaded to shared memory in 87.855s
chaiml-devstral24b-sfte-43606-v1-mkmlizer: Checking if ChaiML/devstral24b-sftexp1-existqwen235b-1hr-500convo-try1-autoreg already exists in ChaiML
chaiml-devstral24b-sfte-43606-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpivax8ew5, device:0
chaiml-devstral24b-sfte-43606-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-devstral24b-sfte-43606-v1-mkmlizer: quantized model in 318.760s
chaiml-devstral24b-sfte-43606-v1-mkmlizer: Processed model ChaiML/devstral24b-sftexp1-existqwen235b-1hr-500convo-try1-autoreg in 406.615s
chaiml-devstral24b-sfte-43606-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-devstral24b-sfte-43606-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-devstral24b-sfte-43606-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-devstral24b-sfte-43606-v1/nvidia
chaiml-devstral24b-sfte-43606-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-devstral24b-sfte-43606-v1/nvidia/config.json
chaiml-devstral24b-sfte-43606-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-devstral24b-sfte-43606-v1/nvidia/special_tokens_map.json
chaiml-devstral24b-sfte-43606-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-devstral24b-sfte-43606-v1/nvidia/tokenizer_config.json
chaiml-devstral24b-sfte-43606-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-devstral24b-sfte-43606-v1/nvidia/tokenizer.json
chaiml-devstral24b-sfte-43606-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-devstral24b-sfte-43606-v1/nvidia/flywheel_model.1.safetensors
chaiml-devstral24b-sfte-43606-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-devstral24b-sfte-43606-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-devstral24b-sfte-43606-v1-mkmlizer completed after 430.41s with status: succeeded
Stopping job with name chaiml-devstral24b-sfte-43606-v1-mkmlizer
Pipeline stage MKMLizer completed in 431.09s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-devstral24b-sfte-43606-v1
Waiting for inference service chaiml-devstral24b-sfte-43606-v1 to be ready
Inference service chaiml-devstral24b-sfte-43606-v1 ready after 171.588698387146s
Pipeline stage MKMLDeployer completed in 172.53s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.563732624053955s
Received healthy response to inference request in 2.8380117416381836s
Received healthy response to inference request in 2.8933792114257812s
Received healthy response to inference request in 1.7903437614440918s
Received healthy response to inference request in 2.965637683868408s
5 requests
0 failed requests
5th percentile: 1.9450215339660644
10th percentile: 2.099699306488037
20th percentile: 2.4090548515319825
30th percentile: 2.618588447570801
40th percentile: 2.728300094604492
50th percentile: 2.8380117416381836
60th percentile: 2.8601587295532225
70th percentile: 2.882305717468262
80th percentile: 2.907830905914307
90th percentile: 2.9367342948913575
95th percentile: 2.9511859893798826
99th percentile: 2.962747344970703
mean time: 2.610221004486084
Pipeline stage StressChecker completed in 15.42s
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 0.71s
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 0.74s
Shutdown handler de-registered
chaiml-devstral24b-sfte_43606_v1 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 3403.27s
Shutdown handler de-registered
chaiml-devstral24b-sfte_43606_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-devstral24b-sfte_43606_v1 status is now torndown due to DeploymentManager action