chaiml-mn24b-v2preferwi_44656

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_44656_v1
model_name: chaiml-mn24b-v2preferwi_44656_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-15T23:44:46+00:00
num_battles: 5375
num_wins: 2841
celo_rating: 1276.29
family_friendly_score: 0.5840000000000001
family_friendly_standard_error: 0.006970566691453429
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_claude4_tune1
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': 0.549043831124845, 'latency_mean': 1.8212226474285125, 'latency_p50': 1.8206554651260376, 'latency_p90': 2.026169013977051}, {'batch_size': 3, 'throughput': 1.1211339011778598, 'latency_mean': 2.670419433116913, 'latency_p50': 2.674520492553711, 'latency_p90': 3.038196897506714}, {'batch_size': 5, 'throughput': 1.4403585978840316, 'latency_mean': 3.4397941565513612, 'latency_p50': 3.465836763381958, 'latency_p90': 3.868386912345886}, {'batch_size': 6, 'throughput': 1.5439701124364618, 'latency_mean': 3.8597396206855774, 'latency_p50': 3.8758939504623413, 'latency_p90': 4.298935389518737}, {'batch_size': 8, 'throughput': 1.7119003548009384, 'latency_mean': 4.648494381904602, 'latency_p50': 4.62169873714447, 'latency_p90': 5.273541331291199}, {'batch_size': 10, 'throughput': 1.782200911371203, 'latency_mean': 5.571083163022995, 'latency_p50': 5.6053783893585205, 'latency_p90': 6.273254251480102}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_44656_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_claude4_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-15
win_ratio: 0.5285581395348837
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-44656-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-44656-v1-mkmlizer to finish
Failed to get response for submission blend_hemen_2025-09-02: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-grpo-nis-cs-gudu_93481_v7/predict', '{"detail":"503, message=\'Attempt to decode JSON with unexpected mimetype: text/plain\', url=\'http://10.3.195.26:8080/models/chaiml-grpo-nis-cs-gudu_93481_v7/predict\'"}')
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: Downloaded to shared memory in 76.687s
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_claude4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5clm0hvz, device:0
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: quantized model in 288.052s
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_claude4_tune1 in 364.739s
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v1/nvidia
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-44656-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-44656-v1-mkmlizer completed after 469.03s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-44656-v1-mkmlizer
Pipeline stage MKMLizer completed in 469.59s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-44656-v1
Waiting for inference service chaiml-mn24b-v2preferwi-44656-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-44656-v1 ready after 60.370360136032104s
Pipeline stage MKMLDeployer completed in 60.93s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1122729778289795s
Received healthy response to inference request in 1.717616319656372s
Received healthy response to inference request in 1.0388197898864746s
Received healthy response to inference request in 1.4404900074005127s
Received healthy response to inference request in 1.4139933586120605s
5 requests
0 failed requests
5th percentile: 1.1138545036315919
10th percentile: 1.188889217376709
20th percentile: 1.3389586448669433
30th percentile: 1.419292688369751
40th percentile: 1.4298913478851318
50th percentile: 1.4404900074005127
60th percentile: 1.5513405323028564
70th percentile: 1.6621910572052
80th percentile: 1.7965476512908936
90th percentile: 1.9544103145599365
95th percentile: 2.033341646194458
99th percentile: 2.096486711502075
mean time: 1.54463849067688
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', '')
Pipeline stage StressChecker completed in 9.15s
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 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_44656_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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-44656-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-44656-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 2690.58s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_44656_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_44656_v1 status is now torndown due to DeploymentManager action