developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_52759_v5
model_name: chaiml-mn24b-v2preferwi_52759_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T20:59:21+00:00
num_battles: 5825
num_wins: 3026
celo_rating: 1267.58
family_friendly_score: 0.5676
family_friendly_standard_error: 0.007006143589736082
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune3
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': 0.5503916111050093, 'latency_mean': 1.816767783164978, 'latency_p50': 1.8010101318359375, 'latency_p90': 2.036426138877869}, {'batch_size': 3, 'throughput': 1.1163013662002115, 'latency_mean': 2.680171583890915, 'latency_p50': 2.670222759246826, 'latency_p90': 2.9834240198135378}, {'batch_size': 5, 'throughput': 1.4176939871018936, 'latency_mean': 3.504424331188202, 'latency_p50': 3.526547431945801, 'latency_p90': 4.004479575157165}, {'batch_size': 6, 'throughput': 1.5379045376377722, 'latency_mean': 3.8706539499759676, 'latency_p50': 3.8736974000930786, 'latency_p90': 4.436698579788208}, {'batch_size': 8, 'throughput': 1.680254994386256, 'latency_mean': 4.716466099023819, 'latency_p50': 4.737208008766174, 'latency_p90': 5.3363548755645756}, {'batch_size': 10, 'throughput': 1.7647369198004537, 'latency_mean': 5.623655916452408, 'latency_p50': 5.613738536834717, 'latency_p90': 6.391530394554138}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_52759_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-19
win_ratio: 0.5194849785407726
generation_params: {'temperature': 0.8, '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-mn24b-v2preferwi-52759-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-52759-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: Downloaded to shared memory in 50.267s
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4rh191q5, device:0
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
admin requested tearing down of chaiml-mn24b-v2preferwi_46148_v3
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
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Running pipeline stage MKMLDeleter
Checking if service chaiml-mn24b-v2preferwi-46148-v3 is running
Tearing down inference service chaiml-mn24b-v2preferwi-46148-v3
Service chaiml-mn24b-v2preferwi-46148-v3 has been torndown
Pipeline stage MKMLDeleter completed in 1.03s
run pipeline stage %s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key chaiml-mn24b-v2preferwi-46148-v3/nvidia/config.json from bucket guanaco-mkml-models
Deleting key chaiml-mn24b-v2preferwi-46148-v3/nvidia/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key chaiml-mn24b-v2preferwi-46148-v3/nvidia/flywheel_model.1.safetensors from bucket guanaco-mkml-models
Deleting key chaiml-mn24b-v2preferwi-46148-v3/nvidia/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key chaiml-mn24b-v2preferwi-46148-v3/nvidia/tokenizer.json from bucket guanaco-mkml-models
Deleting key chaiml-mn24b-v2preferwi-46148-v3/nvidia/tokenizer_config.json from bucket guanaco-mkml-models
Pipeline stage MKMLModelDeleter completed in 4.05s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_46148_v3 status is now torndown due to DeploymentManager action
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: quantized model in 288.615s
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune3 in 338.882s
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v5/nvidia
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v5/nvidia/tokenizer.json
Unable to record family friendly update due to error: Internal server error.
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-52759-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-52759-v5-mkmlizer completed after 429.2s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-52759-v5-mkmlizer
Pipeline stage MKMLizer completed in 430.26s
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-mn24b-v2preferwi-52759-v5
Waiting for inference service chaiml-mn24b-v2preferwi-52759-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-52759-v5 ready after 70.33726239204407s
Pipeline stage MKMLDeployer completed in 70.77s
run pipeline stage %s
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 2.0448153018951416s
Received healthy response to inference request in 1.740053653717041s
Received healthy response to inference request in 2.211947202682495s
Received healthy response to inference request in 2.0424752235412598s
5 requests
1 failed requests
5th percentile: 1.8005379676818847
10th percentile: 1.8610222816467286
20th percentile: 1.981990909576416
30th percentile: 2.042943239212036
40th percentile: 2.043879270553589
50th percentile: 2.0448153018951416
60th percentile: 2.111668062210083
70th percentile: 2.1785208225250243
80th percentile: 5.804292774200443
90th percentile: 12.988983917236329
95th percentile: 16.58132948875427
99th percentile: 19.45520594596863
mean time: 5.642593288421631
%s, retrying in %s seconds...
Received healthy response to inference request in 1.8769035339355469s
Received healthy response to inference request in 1.7253093719482422s
Received healthy response to inference request in 2.2368412017822266s
Received healthy response to inference request in 1.7084085941314697s
Received healthy response to inference request in 1.9254746437072754s
5 requests
0 failed requests
5th percentile: 1.7117887496948243
10th percentile: 1.7151689052581787
20th percentile: 1.7219292163848876
30th percentile: 1.7556282043457032
40th percentile: 1.816265869140625
50th percentile: 1.8769035339355469
60th percentile: 1.8963319778442382
70th percentile: 1.9157604217529296
80th percentile: 1.9877479553222657
90th percentile: 2.112294578552246
95th percentile: 2.174567890167236
99th percentile: 2.2243865394592284
mean time: 1.894587469100952
Pipeline stage StressChecker completed in 40.43s
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 0.73s
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 0.91s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52759_v5 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 2931.15s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52759_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_52759_v5 status is now torndown due to DeploymentManager action