chaiml-1106-quang-ir-mi_14876

developer_uid: chai_backend_admin

submission_id: chaiml-1106-quang-ir-mi_14876_v1

model_name: training123

model_group: ChaiML/1106-quang-ir-mix

status: torndown

timestamp: 2025-11-10T06:51:27+00:00

num_battles: 5939

num_wins: 2933

celo_rating: 1291.18

family_friendly_score: 0.5736

family_friendly_standard_error: 0.006994040892073766

submission_type: basic

model_repo: ChaiML/1106-quang-ir-mixall-cld-i8a8-hl-mult-f15000-dpo_0164642ep_5e6ct

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': 0.37968985733060623, 'latency_mean': 2.633631751537323, 'latency_p50': 2.628702402114868, 'latency_p90': 2.888818883895874}, {'batch_size': 2, 'throughput': 0.5770840840111007, 'latency_mean': 3.4549620640277863, 'latency_p50': 3.438191533088684, 'latency_p90': 3.767888641357422}, {'batch_size': 3, 'throughput': 0.7095618408213813, 'latency_mean': 4.2144764709472655, 'latency_p50': 4.2273958921432495, 'latency_p90': 4.573706793785095}, {'batch_size': 4, 'throughput': 0.8036928739291181, 'latency_mean': 4.944647405147553, 'latency_p50': 4.927634000778198, 'latency_p90': 5.749008131027222}, {'batch_size': 5, 'throughput': 0.8696974043036606, 'latency_mean': 5.731078687906265, 'latency_p50': 5.759618639945984, 'latency_p90': 6.442173361778259}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1106-quang-ir-mixall-cld-i8a8-hl-mult-f15000-dpo_0164642ep_5e6ct

model_size: 24B

ranking_group: single

throughput_3p7s: 0.63

us_pacific_date: 2025-11-06

win_ratio: 0.4938541842060953

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': ['####', 'You:', '</s>', '\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-1106-quang-ir-mi-14876-v1-mkmlizer
Waiting for job on chaiml-1106-quang-ir-mi-14876-v1-mkmlizer to finish
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chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: ║                                                                     ║
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chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: Downloaded to shared memory in 61.845s
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: Checking if ChaiML/1106-quang-ir-mixall-cld-i8a8-hl-mult-f15000-dpo_0164642ep_5e6ct already exists in ChaiML
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpmo1v2o92, device:0
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: quantized model in 41.658s
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: Processed model ChaiML/1106-quang-ir-mixall-cld-i8a8-hl-mult-f15000-dpo_0164642ep_5e6ct in 103.503s
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-14876-v1/nvidia
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-14876-v1/nvidia/config.json
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-14876-v1/nvidia/special_tokens_map.json
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-14876-v1/nvidia/tokenizer_config.json
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-14876-v1/nvidia/tokenizer.json
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-14876-v1/nvidia/flywheel_model.0.safetensors
chaiml-1106-quang-ir-mi-14876-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-14876-v1/nvidia/flywheel_model.1.safetensors
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Job chaiml-1106-quang-ir-mi-14876-v1-mkmlizer completed after 174.92s with status: succeeded
Stopping job with name chaiml-1106-quang-ir-mi-14876-v1-mkmlizer
Pipeline stage MKMLizer completed in 175.69s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-1106-quang-ir-mi-14876-v1
Waiting for inference service chaiml-1106-quang-ir-mi-14876-v1 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 chaiml-prm-v1-pair-llama_2109_v1: HTTPConnectionPool(host='chaiml-prm-v1-pair-llama-2109-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-1106-quang-ir-mi-14876-v1 ready after 170.97423219680786s
Pipeline stage MKMLDeployer completed in 171.55s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3132152557373047s
Received healthy response to inference request in 2.3526077270507812s
Received healthy response to inference request in 2.2258682250976562s
Received healthy response to inference request in 2.1960341930389404s
Received healthy response to inference request in 2.1147258281707764s
5 requests
0 failed requests
5th percentile: 2.1309875011444093
10th percentile: 2.147249174118042
20th percentile: 2.1797725200653075
30th percentile: 2.2020009994506835
40th percentile: 2.21393461227417
50th percentile: 2.2258682250976562
60th percentile: 2.2608070373535156
70th percentile: 2.295745849609375
80th percentile: 2.32109375
90th percentile: 2.3368507385253907
95th percentile: 2.3447292327880858
99th percentile: 2.351032028198242
mean time: 2.2404902458190916
Pipeline stage StressChecker completed in 12.46s
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chaiml-1106-quang-ir-mi_14876_v1 status is now deployed due to DeploymentManager action
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3000.51s
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chaiml-1106-quang-ir-mi_14876_v1 status is now inactive due to auto deactivation removed underperforming models
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