developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_93858_v5
model_name: chaiml-mn24b-v2preferwi_93858_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T00:35:18+00:00
num_battles: 6278
num_wins: 3294
celo_rating: 1272.72
family_friendly_score: 0.5518000000000001
family_friendly_standard_error: 0.007033018697543751
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5
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': 0.5452852904554696, 'latency_mean': 1.8338030672073364, 'latency_p50': 1.8391379117965698, 'latency_p90': 2.025189924240112}, {'batch_size': 3, 'throughput': 1.1089577793620071, 'latency_mean': 2.6951370453834533, 'latency_p50': 2.6677595376968384, 'latency_p90': 2.940978765487671}, {'batch_size': 5, 'throughput': 1.4188119896977969, 'latency_mean': 3.498416454792023, 'latency_p50': 3.4882824420928955, 'latency_p90': 3.9802409648895263}, {'batch_size': 6, 'throughput': 1.5392859715618776, 'latency_mean': 3.878375691175461, 'latency_p50': 3.8754525184631348, 'latency_p90': 4.352661776542663}, {'batch_size': 8, 'throughput': 1.6935727944108783, 'latency_mean': 4.687800390720367, 'latency_p50': 4.732027649879456, 'latency_p90': 5.287340712547302}, {'batch_size': 10, 'throughput': 1.757459576106124, 'latency_mean': 5.658048845529557, 'latency_p50': 5.703851342201233, 'latency_p90': 6.351658487319946}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_93858_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-19
win_ratio: 0.5246893915259637
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
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-mn24b-v2preferwi-93858-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-93858-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: Downloaded to shared memory in 61.461s
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpg416i00v, device:0
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: quantized model in 287.270s
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5 in 348.732s
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v5/nvidia
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: DEBUG retryable error: ServiceUnavailable: Service Unavailable
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: 	status code: 503, request id: , host id: 
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: DEBUG retryable error: ServiceUnavailable: Service Unavailable
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: 	status code: 503, request id: , host id: 
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: 
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ERROR "cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v5/nvidia/flywheel_model.1.safetensors": MultipartUpload: upload multipart failed upload id: 2~mB9_6dDgfyKLs23mEFAhUyZp_NQmuGc caused by: SignatureDoesNotMatch:  status code: 403, request id: tx000005a714023989059c6-0068cdf890-12253ce6e2-default, host id:
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ERROR "cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v5/nvidia/flywheel_model.0.safetensors": MultipartUpload: upload multipart failed upload id: 2~ayUgFxlVT5G4PTQJGko3f9K4MWIKk4P caused by: SignatureDoesNotMatch:  status code: 403, request id: tx00000fd1a8390bb0110ab-0068cdf890-121eb5841c-default, host id:
Job chaiml-mn24b-v2preferwi-93858-v5-mkmlizer completed after 469.76s with status: failed
Stopping job with name chaiml-mn24b-v2preferwi-93858-v5-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-mn24b-v2preferwi-93858-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-93858-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: Downloaded to shared memory in 61.375s
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpaa6rsejw, device:0
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: quantized model in 286.594s
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5 in 347.969s
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v5/nvidia
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-93858-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-93858-v5-mkmlizer completed after 409.1s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-93858-v5-mkmlizer
Pipeline stage MKMLizer completed in 879.87s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.21s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-93858-v5
Waiting for inference service chaiml-mn24b-v2preferwi-93858-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-93858-v5 ready after 70.29208731651306s
Pipeline stage MKMLDeployer completed in 70.75s
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 2.528918504714966s
Received healthy response to inference request in 3.0312585830688477s
Received healthy response to inference request in 1.6725921630859375s
Received healthy response to inference request in 1.6815507411956787s
5 requests
1 failed requests
5th percentile: 1.6743838787078857
10th percentile: 1.676175594329834
20th percentile: 1.6797590255737305
30th percentile: 1.851024293899536
40th percentile: 2.189971399307251
50th percentile: 2.528918504714966
60th percentile: 2.7298545360565187
70th percentile: 2.930790567398071
80th percentile: 6.467744207382205
90th percentile: 13.340715456008912
95th percentile: 16.777201080322264
99th percentile: 19.52638957977295
mean time: 5.82560133934021
%s, retrying in %s seconds...
Received healthy response to inference request in 2.1929712295532227s
Received healthy response to inference request in 1.7974765300750732s
Received healthy response to inference request in 1.7898917198181152s
Received healthy response to inference request in 1.8443365097045898s
Received healthy response to inference request in 1.7715818881988525s
5 requests
0 failed requests
5th percentile: 1.7752438545227052
10th percentile: 1.7789058208465576
20th percentile: 1.7862297534942626
30th percentile: 1.7914086818695067
40th percentile: 1.79444260597229
50th percentile: 1.7974765300750732
60th percentile: 1.8162205219268799
70th percentile: 1.8349645137786865
80th percentile: 1.9140634536743164
90th percentile: 2.0535173416137695
95th percentile: 2.123244285583496
99th percentile: 2.1790258407592775
mean time: 1.8792515754699708
Pipeline stage StressChecker completed in 41.62s
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 0.97s
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Running pipeline stage TriggerMKMLProfilingPipeline
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starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_93858_v5 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.12s
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-93858-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-93858-v5-profiler to be ready
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2905.38s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_93858_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_93858_v5 status is now torndown due to DeploymentManager action