developer_uid: qdv206
submission_id: chaiml-1107-quang-ir-mi_24300_v6
model_name: training123
model_group: ChaiML/1107-quang-ir-mix
status: torndown
timestamp: 2025-11-13T14:01:29+00:00
num_battles: 5997
num_wins: 3065
celo_rating: 1293.81
family_friendly_score: 0.5074000000000001
family_friendly_standard_error: 0.007070293346106653
submission_type: basic
model_repo: ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult_0164641ep_2e6ct
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.46410818364168477, 'latency_mean': 2.1545712780952453, 'latency_p50': 2.1574549674987793, 'latency_p90': 2.364292097091675}, {'batch_size': 2, 'throughput': 0.6711457061771048, 'latency_mean': 2.9782878172397615, 'latency_p50': 2.996726870536804, 'latency_p90': 3.198845553398132}, {'batch_size': 3, 'throughput': 0.8204965439914716, 'latency_mean': 3.6443623805046084, 'latency_p50': 3.6500959396362305, 'latency_p90': 4.1681325197219845}, {'batch_size': 4, 'throughput': 0.9088177595548588, 'latency_mean': 4.387760943174362, 'latency_p50': 4.391563177108765, 'latency_p90': 4.900915098190308}, {'batch_size': 5, 'throughput': 0.9666410549552223, 'latency_mean': 5.1538525438308715, 'latency_p50': 5.173987507820129, 'latency_p90': 5.923480653762818}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult_0164641ep_2e6ct
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-10
win_ratio: 0.5110888777722195
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['####', '</s>', 'You:', '\n'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{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-1107-quang-ir-mi-24300-v6-mkmlizer
Waiting for job on chaiml-1107-quang-ir-mi-24300-v6-mkmlizer to finish
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ║                                                                     ║
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chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: Downloaded to shared memory in 53.378s
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: Checking if ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult_0164641ep_2e6ct already exists in ChaiML
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpkr8s9i98, device:0
chaiml-1107-quang-ir-mi-24300-v6-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', '')
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-1107-quang-ir-mi-24300-v6-mkmlizer: quantized model in 283.079s
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: Processed model ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult_0164641ep_2e6ct in 336.457s
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v6/nvidia
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v6/nvidia/config.json
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v6/nvidia/special_tokens_map.json
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v6/nvidia/tokenizer_config.json
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v6/nvidia/tokenizer.json
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v6/nvidia/flywheel_model.1.safetensors
chaiml-1107-quang-ir-mi-24300-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-1107-quang-ir-mi-24300-v6-mkmlizer completed after 418.4s with status: succeeded
Stopping job with name chaiml-1107-quang-ir-mi-24300-v6-mkmlizer
Pipeline stage MKMLizer completed in 418.88s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.32s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1107-quang-ir-mi-24300-v6
Waiting for inference service chaiml-1107-quang-ir-mi-24300-v6 to be ready
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', '')
Inference service chaiml-1107-quang-ir-mi-24300-v6 ready after 161.12491989135742s
Pipeline stage MKMLDeployer completed in 161.70s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2643625736236572s
Received healthy response to inference request in 2.0136640071868896s
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', '')
Received healthy response to inference request in 1.8727593421936035s
Received healthy response to inference request in 2.487102746963501s
Received healthy response to inference request in 1.9766194820404053s
5 requests
0 failed requests
5th percentile: 1.893531370162964
10th percentile: 1.9143033981323243
20th percentile: 1.9558474540710449
30th percentile: 1.9840283870697022
40th percentile: 1.9988461971282958
50th percentile: 2.0136640071868896
60th percentile: 2.1139434337615968
70th percentile: 2.214222860336304
80th percentile: 2.308910608291626
90th percentile: 2.3980066776275635
95th percentile: 2.4425547122955322
99th percentile: 2.4781931400299073
mean time: 2.1229016304016115
Pipeline stage StressChecker completed in 12.40s
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 0.72s
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 0.65s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_24300_v6 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 2817.68s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_24300_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-1107-quang-ir-mi_24300_v6 status is now torndown due to DeploymentManager action