chaiml-mn24b-v2preferwi_57598

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_57598_v1
model_name: chaiml-mn24b-v2preferwi_57598_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T05:11:34+00:00
num_battles: 5321
num_wins: 2739
celo_rating: 1269.04
family_friendly_score: 0.5993999999999999
family_friendly_standard_error: 0.006929929869775018
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune2
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': 0.5487098676768113, 'latency_mean': 1.8223568797111511, 'latency_p50': 1.8037463426589966, 'latency_p90': 2.021034359931946}, {'batch_size': 3, 'throughput': 1.1118598935611546, 'latency_mean': 2.6899727249145506, 'latency_p50': 2.6737077236175537, 'latency_p90': 2.985151171684265}, {'batch_size': 5, 'throughput': 1.4213386930252003, 'latency_mean': 3.4988746809959412, 'latency_p50': 3.480954647064209, 'latency_p90': 4.015377998352051}, {'batch_size': 6, 'throughput': 1.5184148112026499, 'latency_mean': 3.931930248737335, 'latency_p50': 3.909151792526245, 'latency_p90': 4.434259700775146}, {'batch_size': 8, 'throughput': 1.676233537087319, 'latency_mean': 4.729882084131241, 'latency_p50': 4.703718662261963, 'latency_p90': 5.551044893264771}, {'batch_size': 10, 'throughput': 1.7494478856518274, 'latency_mean': 5.682452820539474, 'latency_p50': 5.743017673492432, 'latency_p90': 6.434034895896911}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_57598_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-18
win_ratio: 0.514752866002631
generation_params: {'temperature': 0.6, '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-57598-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-57598-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: Downloaded to shared memory in 63.838s
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_h9dupok, device:0
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: quantized model in 293.662s
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune2 in 357.500s
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: DEBUG retryable error: RequestError: send request failed
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: caused by: Put "https://object.ord1.coreweave.com/guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/flywheel_model.1.safetensors?partNumber=19&uploadId=2~N5DxK25BK6oto64cUafNzaBfdfKRAil": net/http: HTTP/1.x transport connection broken: read tcp 10.0.0.222:39238->216.153.53.63:443: read: connection reset by peer
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: DEBUG retryable error: RequestError: send request failed
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: caused by: Put "https://object.ord1.coreweave.com/guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/flywheel_model.0.safetensors?partNumber=42&uploadId=2~yKasP6gqEa_aFVOUCf5EqtLsZlxCNJR": write tcp 10.0.0.222:39328->216.153.53.63:443: write: connection reset by peer
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: DEBUG retryable error: RequestError: send request failed
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: caused by: Put "https://object.ord1.coreweave.com/guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/flywheel_model.1.safetensors?partNumber=41&uploadId=2~N5DxK25BK6oto64cUafNzaBfdfKRAil": write tcp 10.0.0.222:39298->216.153.53.63:443: write: connection reset by peer
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: DEBUG retryable error: RequestError: send request failed
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: caused by: Put "https://object.ord1.coreweave.com/guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/flywheel_model.0.safetensors?partNumber=43&uploadId=2~yKasP6gqEa_aFVOUCf5EqtLsZlxCNJR": write tcp 10.0.0.222:39034->216.153.53.63:443: write: connection reset by peer
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: DEBUG retryable error: RequestError: send request failed
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: caused by: Put "https://object.ord1.coreweave.com/guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/flywheel_model.1.safetensors?partNumber=30&uploadId=2~N5DxK25BK6oto64cUafNzaBfdfKRAil": write tcp 10.0.0.222:39378->216.153.53.63:443: write: connection reset by peer
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: DEBUG retryable error: RequestError: send request failed
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: caused by: Put "https://object.ord1.coreweave.com/guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/flywheel_model.0.safetensors?partNumber=26&uploadId=2~yKasP6gqEa_aFVOUCf5EqtLsZlxCNJR": write tcp 10.0.0.222:39056->216.153.53.63:443: write: connection reset by peer
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: DEBUG retryable error: RequestError: send request failed
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: caused by: Put "https://object.ord1.coreweave.com/guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/flywheel_model.1.safetensors?partNumber=32&uploadId=2~N5DxK25BK6oto64cUafNzaBfdfKRAil": write tcp 10.0.0.222:39420->216.153.53.63:443: write: connection reset by peer
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: 
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ERROR "cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/flywheel_model.0.safetensors": MultipartUpload: upload multipart failed upload id: 2~yKasP6gqEa_aFVOUCf5EqtLsZlxCNJR caused by: SignatureDoesNotMatch:  status code: 403, request id: tx00000f8a01ce0cd134d33-0068cce7a0-12253d55eb-default, host id:
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ERROR "cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/flywheel_model.1.safetensors": MultipartUpload: upload multipart failed upload id: 2~N5DxK25BK6oto64cUafNzaBfdfKRAil caused by: SignatureDoesNotMatch:  status code: 403, request id: tx0000060b102090736dd06-0068cce7a0-12253e8123-default, host id:
Job chaiml-mn24b-v2preferwi-57598-v1-mkmlizer completed after 501.5s with status: failed
Stopping job with name chaiml-mn24b-v2preferwi-57598-v1-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-mn24b-v2preferwi-57598-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-57598-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: Downloaded to shared memory in 74.602s
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpnc1can7i, device:0
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: quantized model in 289.078s
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune2 in 363.681s
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v1/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-57598-v1-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-57598-v1-mkmlizer completed after 418.41s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-57598-v1-mkmlizer
Pipeline stage MKMLizer completed in 920.84s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.26s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-57598-v1
Waiting for inference service chaiml-mn24b-v2preferwi-57598-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-57598-v1 ready after 60.32476592063904s
Pipeline stage MKMLDeployer completed in 60.92s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.224567413330078s
Received healthy response to inference request in 1.930863618850708s
Received healthy response to inference request in 1.5830566883087158s
Received healthy response to inference request in 1.936981201171875s
Received healthy response to inference request in 2.086486339569092s
5 requests
0 failed requests
5th percentile: 1.6526180744171142
10th percentile: 1.7221794605255127
20th percentile: 1.8613022327423097
30th percentile: 1.9320871353149414
40th percentile: 1.9345341682434083
50th percentile: 1.936981201171875
60th percentile: 1.9967832565307617
70th percentile: 2.0565853118896484
80th percentile: 2.1141025543212892
90th percentile: 2.1693349838256837
95th percentile: 2.1969511985778807
99th percentile: 2.2190441703796386
mean time: 1.9523910522460937
Pipeline stage StressChecker completed in 11.52s
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
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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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_57598_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-57598-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-57598-v1-profiler to be ready
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 2714.37s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_57598_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_57598_v1 status is now torndown due to DeploymentManager action