developer_uid: NischayDnk
submission_id: chaiml-devstral24b-sfte_48439_v1
model_name: chaiml-devstral24b-sfte_48439_v1
model_group: ChaiML/devstral24b-sftex
status: torndown
timestamp: 2025-07-15T03:33:19+00:00
num_battles: 10373
num_wins: 4913
celo_rating: 1277.31
family_friendly_score: 0.5216000000000001
family_friendly_standard_error: 0.007064466575757862
submission_type: basic
model_repo: ChaiML/devstral24b-sftexp1-existingabbytedance-w05-800convo-v1-1536seq-nochain
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 6
max_input_tokens: 1536
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.48685204622560296, 'latency_mean': 2.053912092447281, 'latency_p50': 2.042664885520935, 'latency_p90': 2.2641417264938353}, {'batch_size': 3, 'throughput': 0.951894571822693, 'latency_mean': 3.1368898594379426, 'latency_p50': 3.131935238838196, 'latency_p90': 3.463045120239258}, {'batch_size': 5, 'throughput': 1.1917976993373662, 'latency_mean': 4.163460854291916, 'latency_p50': 4.189179301261902, 'latency_p90': 4.720618891716003}, {'batch_size': 6, 'throughput': 1.2888560038303474, 'latency_mean': 4.6281849229335785, 'latency_p50': 4.604241490364075, 'latency_p90': 5.20451819896698}, {'batch_size': 8, 'throughput': 1.4008383987945086, 'latency_mean': 5.669559326171875, 'latency_p50': 5.654102921485901, 'latency_p90': 6.277423930168152}, {'batch_size': 10, 'throughput': 1.4614616691998343, 'latency_mean': 6.775320504903793, 'latency_p50': 6.785092711448669, 'latency_p90': 7.690532684326172}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-devstral24b-sfte_48439_v1
is_internal_developer: False
language_model: ChaiML/devstral24b-sftexp1-existingabbytedance-w05-800convo-v1-1536seq-nochain
model_size: 24B
ranking_group: single
throughput_3p7s: 1.11
us_pacific_date: 2025-07-14
win_ratio: 0.47363347151258073
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_start|>', '\n', '<|im_end|>'], 'max_input_tokens': 1536, 'best_of': 6, '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-devstral24b-sfte-48439-v1-mkmlizer
Waiting for job on chaiml-devstral24b-sfte-48439-v1-mkmlizer to finish
chaiml-devstral24b-sfte-48439-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-devstral24b-sfte-48439-v1-mkmlizer: ║                                                                     ║
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chaiml-devstral24b-sfte-48439-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-devstral24b-sfte-48439-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-devstral24b-sfte-48439-v1-mkmlizer: ║                                                                     ║
chaiml-devstral24b-sfte-48439-v1-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-devstral24b-sfte-48439-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-devstral24b-sfte-48439-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-devstral24b-sfte-48439-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-devstral24b-sfte-48439-v1-mkmlizer: ║                                                                     ║
chaiml-devstral24b-sfte-48439-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-devstral24b-sfte-48439-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-devstral24b-sfte-48439-v1-mkmlizer: ║                                                                     ║
chaiml-devstral24b-sfte-48439-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-devstral24b-sfte-48439-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-devstral24b-sfte-48439-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-devstral24b-sfte-48439-v1-mkmlizer: ║                                                                     ║
chaiml-devstral24b-sfte-48439-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-devstral24b-sfte-48439-v1-mkmlizer: Downloaded to shared memory in 77.115s
chaiml-devstral24b-sfte-48439-v1-mkmlizer: Checking if ChaiML/devstral24b-sftexp1-existingabbytedance-w05-800convo-v1-1536seq-nochain already exists in ChaiML
chaiml-devstral24b-sfte-48439-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpvk4w14hm, device:0
chaiml-devstral24b-sfte-48439-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-devstral24b-sfte-48439-v1-mkmlizer: quantized model in 48.570s
chaiml-devstral24b-sfte-48439-v1-mkmlizer: Processed model ChaiML/devstral24b-sftexp1-existingabbytedance-w05-800convo-v1-1536seq-nochain in 125.685s
chaiml-devstral24b-sfte-48439-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-devstral24b-sfte-48439-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-devstral24b-sfte-48439-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-devstral24b-sfte-48439-v1/nvidia
chaiml-devstral24b-sfte-48439-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-devstral24b-sfte-48439-v1/nvidia/special_tokens_map.json
chaiml-devstral24b-sfte-48439-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-devstral24b-sfte-48439-v1/nvidia/config.json
chaiml-devstral24b-sfte-48439-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-devstral24b-sfte-48439-v1/nvidia/tokenizer.json
chaiml-devstral24b-sfte-48439-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-devstral24b-sfte-48439-v1/nvidia/flywheel_model.1.safetensors
chaiml-devstral24b-sfte-48439-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-devstral24b-sfte-48439-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-devstral24b-sfte-48439-v1-mkmlizer completed after 167.36s with status: succeeded
Stopping job with name chaiml-devstral24b-sfte-48439-v1-mkmlizer
Pipeline stage MKMLizer completed in 168.00s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-devstral24b-sfte-48439-v1
Waiting for inference service chaiml-devstral24b-sfte-48439-v1 to be ready
Inference service chaiml-devstral24b-sfte-48439-v1 ready after 241.41455101966858s
Pipeline stage MKMLDeployer completed in 241.88s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.4343998432159424s
Received healthy response to inference request in 1.8391435146331787s
Received healthy response to inference request in 2.1706738471984863s
Received healthy response to inference request in 2.191793441772461s
Received healthy response to inference request in 1.7794272899627686s
5 requests
0 failed requests
5th percentile: 1.7913705348968505
10th percentile: 1.8033137798309327
20th percentile: 1.8272002696990968
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99th percentile: 2.424695587158203
mean time: 2.0830875873565673
Pipeline stage StressChecker completed in 12.27s
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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 5326.30s
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chaiml-devstral24b-sfte_48439_v1 status is now inactive due to auto deactivation removed underperforming models
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chaiml-devstral24b-sfte_48439_v1 status is now torndown due to DeploymentManager action