developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_84909_v3
model_name: chaiml-mn24b-v2preferwi_84909_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T10:05:57+00:00
num_battles: 5637
num_wins: 2736
celo_rating: 1249.38
family_friendly_score: 0.5584
family_friendly_standard_error: 0.007022669577874214
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft5
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': 0.5474646015078465, 'latency_mean': 1.8264802849292756, 'latency_p50': 1.8272552490234375, 'latency_p90': 2.011708688735962}, {'batch_size': 3, 'throughput': 1.1180623180413158, 'latency_mean': 2.6716163766384127, 'latency_p50': 2.6779016256332397, 'latency_p90': 2.9213802814483643}, {'batch_size': 5, 'throughput': 1.4484049964976193, 'latency_mean': 3.4213160741329194, 'latency_p50': 3.4517043828964233, 'latency_p90': 3.8173614025115965}, {'batch_size': 6, 'throughput': 1.5579234585316581, 'latency_mean': 3.8180458724498747, 'latency_p50': 3.785677909851074, 'latency_p90': 4.325322222709656}, {'batch_size': 8, 'throughput': 1.7180974572167547, 'latency_mean': 4.614706131219864, 'latency_p50': 4.651794195175171, 'latency_p90': 5.285654234886169}, {'batch_size': 10, 'throughput': 1.7909349129492584, 'latency_mean': 5.524808429479599, 'latency_p50': 5.534587502479553, 'latency_p90': 6.374500489234924}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_84909_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-30
win_ratio: 0.48536455561468866
generation_params: {'temperature': 0.7, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', '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-mn24b-v2preferwi-84909-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-84909-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: Downloaded to shared memory in 47.948s
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft5 already exists in ChaiML
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpjlrn5pn9, device:0
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-high-school-life_46597_v2: HTTPConnectionPool(host='chaiml-high-school-life-46597-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-high-school-life_46597_v2: HTTPConnectionPool(host='chaiml-high-school-life-46597-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: HTTPConnectionPool(host='chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: quantized model in 287.898s
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft5 in 335.847s
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v3/nvidia
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v3/nvidia/tokenizer.json
Failed to get response for submission chaiml-high-school-life_46597_v2: HTTPConnectionPool(host='chaiml-high-school-life-46597-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-84909-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v3/nvidia/flywheel_model.0.safetensors
Job chaiml-mn24b-v2preferwi-84909-v3-mkmlizer completed after 458.23s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-84909-v3-mkmlizer
Pipeline stage MKMLizer completed in 458.98s
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Creating inference service chaiml-mn24b-v2preferwi-84909-v3
Waiting for inference service chaiml-mn24b-v2preferwi-84909-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-84909-v3 ready after 40.196125507354736s
Pipeline stage MKMLDeployer completed in 40.59s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.810234308242798s
Received healthy response to inference request in 1.7016265392303467s
Received healthy response to inference request in 1.683229684829712s
Received healthy response to inference request in 1.667588233947754s
Received healthy response to inference request in 1.661386489868164s
5 requests
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5th percentile: 1.6626268386840821
10th percentile: 1.6638671875
20th percentile: 1.6663478851318358
30th percentile: 1.6707165241241455
40th percentile: 1.6769731044769287
50th percentile: 1.683229684829712
60th percentile: 1.6905884265899658
70th percentile: 1.6979471683502196
80th percentile: 1.923348093032837
90th percentile: 2.3667912006378176
95th percentile: 2.5885127544403073
99th percentile: 2.7658899974823
mean time: 1.9048130512237549
Pipeline stage StressChecker completed in 11.19s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.68s
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chaiml-mn24b-v2preferwi_84909_v3 status is now deployed due to DeploymentManager action
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5251.64s
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chaiml-mn24b-v2preferwi_84909_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_84909_v3 status is now torndown due to DeploymentManager action