chaiml-1107-quang-ir-mi_24300

developer_uid: qdv206
submission_id: chaiml-1107-quang-ir-mi_24300_v4
model_name: training123
model_group: ChaiML/1107-quang-ir-mix
status: torndown
timestamp: 2025-11-11T17:21:46+00:00
num_battles: 7123
num_wins: 3517
celo_rating: 1298.76
family_friendly_score: 0.51
family_friendly_standard_error: 0.007069653456853455
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': 0.4623846190978319, 'latency_mean': 2.1626054608821867, 'latency_p50': 2.151696801185608, 'latency_p90': 2.3520052433013916}, {'batch_size': 2, 'throughput': 0.6703050266116899, 'latency_mean': 2.9820361268520355, 'latency_p50': 2.992275595664978, 'latency_p90': 3.205376148223877}, {'batch_size': 3, 'throughput': 0.807278770908802, 'latency_mean': 3.7048842191696165, 'latency_p50': 3.7147973775863647, 'latency_p90': 4.00932936668396}, {'batch_size': 4, 'throughput': 0.9087433873086807, 'latency_mean': 4.388151446580887, 'latency_p50': 4.381190896034241, 'latency_p90': 5.1341726064682005}, {'batch_size': 5, 'throughput': 0.9618131434762824, 'latency_mean': 5.177492773532867, 'latency_p50': 5.19351851940155, 'latency_p90': 6.005147552490234}]
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: 0.81
us_pacific_date: 2025-11-08
win_ratio: 0.4937526323178436
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>', '\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
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-1107-quang-ir-mi-24300-v4-mkmlizer
Waiting for job on chaiml-1107-quang-ir-mi-24300-v4-mkmlizer to finish
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: ║                                                                     ║
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chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: Downloaded to shared memory in 50.948s
chaiml-1107-quang-ir-mi-24300-v4-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-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpkk44bf3z, device:0
chaiml-1107-quang-ir-mi-24300-v4-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 chaiml-cai-v2-2-dpo-cos_50999_v2: HTTPConnectionPool(host='chaiml-cai-v2-2-dpo-cos-50999-v2-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-cai-v2-2-dpo-cos_50999_v2: HTTPConnectionPool(host='chaiml-cai-v2-2-dpo-cos-50999-v2-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-24300-v4-mkmlizer: quantized model in 285.713s
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: Processed model ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult_0164641ep_2e6ct in 336.662s
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v4/nvidia
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v4/nvidia/config.json
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v4/nvidia/special_tokens_map.json
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v4/nvidia/tokenizer.json
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v4/nvidia/flywheel_model.1.safetensors
chaiml-1107-quang-ir-mi-24300-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-1107-quang-ir-mi-24300-v4-mkmlizer completed after 408.69s with status: succeeded
Stopping job with name chaiml-1107-quang-ir-mi-24300-v4-mkmlizer
Pipeline stage MKMLizer completed in 409.20s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1107-quang-ir-mi-24300-v4
Waiting for inference service chaiml-1107-quang-ir-mi-24300-v4 to be ready
Inference service chaiml-1107-quang-ir-mi-24300-v4 ready after 190.81187534332275s
Pipeline stage MKMLDeployer completed in 191.44s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5117406845092773s
Received healthy response to inference request in 2.582752227783203s
Received healthy response to inference request in 1.9672198295593262s
Received healthy response to inference request in 1.932204008102417s
Received healthy response to inference request in 2.214759588241577s
5 requests
0 failed requests
5th percentile: 1.939207172393799
10th percentile: 1.9462103366851806
20th percentile: 1.9602166652679442
30th percentile: 2.0167277812957765
40th percentile: 2.1157436847686766
50th percentile: 2.214759588241577
60th percentile: 2.333552026748657
70th percentile: 2.452344465255737
80th percentile: 2.5259429931640627
90th percentile: 2.554347610473633
95th percentile: 2.568549919128418
99th percentile: 2.579911766052246
mean time: 2.24173526763916
Pipeline stage StressChecker completed in 13.63s
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 1.21s
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 1.07s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_24300_v4 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 0.11s
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-24300-v4-profiler
Waiting for inference service chaiml-1107-quang-ir-mi-24300-v4-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 2846.89s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_24300_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-1107-quang-ir-mi_24300_v4 status is now torndown due to DeploymentManager action