developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_45233_v1
model_name: chaiml-mn24b-v2preferwi_45233_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T21:11:02+00:00
num_battles: 5185
num_wins: 2654
celo_rating: 1259.35
family_friendly_score: 0.5736
family_friendly_standard_error: 0.006994040892073766
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_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': 0.5457784501345706, 'latency_mean': 1.8321193730831147, 'latency_p50': 1.823731541633606, 'latency_p90': 2.0452166557312013}, {'batch_size': 3, 'throughput': 1.0906920949884589, 'latency_mean': 2.738408951759338, 'latency_p50': 2.766928791999817, 'latency_p90': 3.0005329132080076}, {'batch_size': 5, 'throughput': 1.3951136068618541, 'latency_mean': 3.5575130093097687, 'latency_p50': 3.5625159740448, 'latency_p90': 4.0189350843429565}, {'batch_size': 6, 'throughput': 1.5093472409396793, 'latency_mean': 3.962728056907654, 'latency_p50': 4.004166841506958, 'latency_p90': 4.494821548461914}, {'batch_size': 8, 'throughput': 1.669105108595483, 'latency_mean': 4.751452643871307, 'latency_p50': 4.7628068923950195, 'latency_p90': 5.3635948419570925}, {'batch_size': 10, 'throughput': 1.7206831170688717, 'latency_mean': 5.7532905519008635, 'latency_p50': 5.824793457984924, 'latency_p90': 6.626517128944397}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_45233_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-16
win_ratio: 0.5118611378977821
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-45233-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-45233-v1-mkmlizer to finish
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-45233-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: Downloaded to shared memory in 88.607s
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpso3s9wab, device:0
chaiml-mn24b-v2preferwi-45233-v1-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-45233-v1-mkmlizer: quantized model in 287.652s
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune2 in 376.260s
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-45233-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-45233-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-45233-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-45233-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-45233-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-45233-v1-mkmlizer completed after 441.81s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-45233-v1-mkmlizer
Pipeline stage MKMLizer completed in 442.30s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-45233-v1
Waiting for inference service chaiml-mn24b-v2preferwi-45233-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-45233-v1 ready after 60.37927508354187s
Pipeline stage MKMLDeployer completed in 60.94s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7406396865844727s
Received healthy response to inference request in 1.6476831436157227s
Received healthy response to inference request in 1.4708974361419678s
Received healthy response to inference request in 2.247891902923584s
Received healthy response to inference request in 1.8763070106506348s
5 requests
0 failed requests
5th percentile: 1.5062545776367187
10th percentile: 1.5416117191314698
20th percentile: 1.6123260021209718
30th percentile: 1.6662744522094726
40th percentile: 1.7034570693969726
50th percentile: 1.7406396865844727
60th percentile: 1.7949066162109375
70th percentile: 1.8491735458374023
80th percentile: 1.9506239891052246
90th percentile: 2.0992579460144043
95th percentile: 2.173574924468994
99th percentile: 2.233028507232666
mean time: 1.7966838359832764
Pipeline stage StressChecker completed in 10.44s
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
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_45233_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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-45233-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-45233-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 2941.43s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_45233_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_45233_v1 status is now torndown due to DeploymentManager action