chaiml-1104-quang-ir-mi_58780

developer_uid: qdv206
submission_id: chaiml-1104-quang-ir-mi_58780_v3
model_name: training123
model_group: ChaiML/1104-quang-ir-mix
status: torndown
timestamp: 2025-11-08T12:56:31+00:00
num_battles: 6663
num_wins: 3373
celo_rating: 1294.19
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/1104-quang-ir-mixall-cld-i8a8-hl-f200003
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': 0.4648239677832869, 'latency_mean': 2.1512310063838957, 'latency_p50': 2.1548184156417847, 'latency_p90': 2.365351438522339}, {'batch_size': 2, 'throughput': 0.6840446849273093, 'latency_mean': 2.9134676706790925, 'latency_p50': 2.9085426330566406, 'latency_p90': 3.1699891805648805}, {'batch_size': 3, 'throughput': 0.8239567230831351, 'latency_mean': 3.6319837057590485, 'latency_p50': 3.6270216703414917, 'latency_p90': 4.041452050209045}, {'batch_size': 4, 'throughput': 0.9282727826087362, 'latency_mean': 4.285941506624222, 'latency_p50': 4.282210469245911, 'latency_p90': 4.847425484657287}, {'batch_size': 5, 'throughput': 0.9880663231048166, 'latency_mean': 5.045001003742218, 'latency_p50': 5.043963074684143, 'latency_p90': 5.724441504478454}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1104-quang-ir-mixall-cld-i8a8-hl-f200003
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-11-05
win_ratio: 0.5062284256340988
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['</s>', '\n', '####\n', '####', 'You:'], '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
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run pipeline %s
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run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-1104-quang-ir-mi-58780-v3-mkmlizer
Waiting for job on chaiml-1104-quang-ir-mi-58780-v3-mkmlizer to finish
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: ║                                                                     ║
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chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: ║                                                                     ║
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: ║                                                                     ║
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: ║                                                                     ║
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: ║                                                                     ║
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: Downloaded to shared memory in 61.169s
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: Checking if ChaiML/1104-quang-ir-mixall-cld-i8a8-hl-f200003 already exists in ChaiML
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpci58wqj3, device:0
chaiml-1104-quang-ir-mi-58780-v3-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-1104-quang-ir-mi-58780-v3-mkmlizer: quantized model in 284.998s
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: Processed model ChaiML/1104-quang-ir-mixall-cld-i8a8-hl-f200003 in 346.168s
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-58780-v3/nvidia
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-58780-v3/nvidia/special_tokens_map.json
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-58780-v3/nvidia/config.json
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-58780-v3/nvidia/tokenizer_config.json
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-58780-v3/nvidia/tokenizer.json
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-1104-quang-ir-mi-58780-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-58780-v3/nvidia/flywheel_model.1.safetensors
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-58780-v3/nvidia/flywheel_model.0.safetensors
chaiml-1104-quang-ir-mi-58780-v3-mkmlizer: 
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Job chaiml-1104-quang-ir-mi-58780-v3-mkmlizer completed after 409.47s with status: succeeded
Stopping job with name chaiml-1104-quang-ir-mi-58780-v3-mkmlizer
Pipeline stage MKMLizer completed in 410.50s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1104-quang-ir-mi-58780-v3
Waiting for inference service chaiml-1104-quang-ir-mi-58780-v3 to be ready
Failed to get response for submission chaiml-llama31-mer-v2-t_44570_v4: ('http://chaiml-llama31-mer-v2-t-44570-v4-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:40660->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-1104-quang-ir-mi-58780-v3 ready after 140.67949390411377s
Pipeline stage MKMLDeployer completed in 141.33s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.134791612625122s
Received healthy response to inference request in 1.9857866764068604s
Received healthy response to inference request in 1.8337743282318115s
Received healthy response to inference request in 1.667555332183838s
Received healthy response to inference request in 1.9175612926483154s
5 requests
0 failed requests
5th percentile: 1.7007991313934325
10th percentile: 1.7340429306030274
20th percentile: 1.8005305290222169
30th percentile: 1.8505317211151122
40th percentile: 1.8840465068817138
50th percentile: 1.9175612926483154
60th percentile: 1.9448514461517334
70th percentile: 1.9721415996551515
80th percentile: 2.015587663650513
90th percentile: 2.075189638137817
95th percentile: 2.1049906253814696
99th percentile: 2.1288314151763914
mean time: 1.9078938484191894
Pipeline stage StressChecker completed in 10.97s
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 0.95s
Shutdown handler de-registered
chaiml-1104-quang-ir-mi_58780_v3 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-1104-quang-ir-mi-58780-v3-profiler
Waiting for inference service chaiml-1104-quang-ir-mi-58780-v3-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5201.23s
Shutdown handler de-registered
chaiml-1104-quang-ir-mi_58780_v3 status is now torndown due to DeploymentManager action