chaiml-1107-quang-ir-mi_77347

developer_uid: qdv206
submission_id: chaiml-1107-quang-ir-mi_77347_v2
model_name: training123
model_group: ChaiML/1107-quang-ir-mix
status: torndown
timestamp: 2025-11-11T05:51:26+00:00
num_battles: 5375
num_wins: 2788
celo_rating: 1301.1
family_friendly_score: 0.5226
family_friendly_standard_error: 0.007063840881560116
submission_type: basic
model_repo: ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f10000-dpo_mult25k_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': 0.4635131003205997, 'latency_mean': 2.1573295533657073, 'latency_p50': 2.167439341545105, 'latency_p90': 2.365766191482544}, {'batch_size': 2, 'throughput': 0.6770211570443245, 'latency_mean': 2.9513096368312834, 'latency_p50': 2.946017622947693, 'latency_p90': 3.2079059362411497}, {'batch_size': 3, 'throughput': 0.8237951890968565, 'latency_mean': 3.636525212526321, 'latency_p50': 3.6356290578842163, 'latency_p90': 3.94059476852417}, {'batch_size': 4, 'throughput': 0.9126840795814019, 'latency_mean': 4.367994146347046, 'latency_p50': 4.370834112167358, 'latency_p90': 4.950694680213928}, {'batch_size': 5, 'throughput': 0.9757511949840848, 'latency_mean': 5.093828361034394, 'latency_p50': 5.102286219596863, 'latency_p90': 5.7765833854675295}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f10000-dpo_mult25k_0164641ep_2e6ct
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-07
win_ratio: 0.5186976744186047
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': ['\n', 'You:', '</s>', '####'], '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-77347-v2-mkmlizer
Waiting for job on chaiml-1107-quang-ir-mi-77347-v2-mkmlizer to finish
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: ║                                                                     ║
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chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: Downloaded to shared memory in 57.731s
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: Checking if ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f10000-dpo_mult25k_0164641ep_2e6ct already exists in ChaiML
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmptg57idvo, device:0
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-prm-v1-pair-defa_16871_v4: HTTPConnectionPool(host='chaiml-prm-v1-pair-defa-16871-v4-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: quantized model in 285.117s
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: Processed model ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f10000-dpo_mult25k_0164641ep_2e6ct in 342.849s
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-77347-v2/nvidia
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-77347-v2/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-1107-quang-ir-mi-77347-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-77347-v2/nvidia/flywheel_model.1.safetensors
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-77347-v2/nvidia/flywheel_model.0.safetensors
chaiml-1107-quang-ir-mi-77347-v2-mkmlizer: 
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Job chaiml-1107-quang-ir-mi-77347-v2-mkmlizer completed after 408.84s with status: succeeded
Stopping job with name chaiml-1107-quang-ir-mi-77347-v2-mkmlizer
Pipeline stage MKMLizer completed in 409.44s
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-1107-quang-ir-mi-77347-v2
Waiting for inference service chaiml-1107-quang-ir-mi-77347-v2 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', '')
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-77347-v2 ready after 180.74862098693848s
Pipeline stage MKMLDeployer completed in 181.63s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.080483913421631s
Received healthy response to inference request in 1.7967796325683594s
Received healthy response to inference request in 1.7854578495025635s
Received healthy response to inference request in 1.8211257457733154s
Received healthy response to inference request in 1.8766045570373535s
5 requests
0 failed requests
5th percentile: 1.7877222061157227
10th percentile: 1.7899865627288818
20th percentile: 1.7945152759552
30th percentile: 1.8016488552093506
40th percentile: 1.811387300491333
50th percentile: 1.8211257457733154
60th percentile: 1.8433172702789307
70th percentile: 1.865508794784546
80th percentile: 1.917380428314209
90th percentile: 1.99893217086792
95th percentile: 2.0397080421447753
99th percentile: 2.07232873916626
mean time: 1.8720903396606445
Pipeline stage StressChecker completed in 11.07s
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 1.56s
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-1107-quang-ir-mi_77347_v2 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-1107-quang-ir-mi-77347-v2-profiler
Waiting for inference service chaiml-1107-quang-ir-mi-77347-v2-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 2792.15s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_77347_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-1107-quang-ir-mi_77347_v2 status is now torndown due to DeploymentManager action