chaiml-1107-quang-ir-mi_24300

developer_uid: chai_backend_admin

submission_id: chaiml-1107-quang-ir-mi_24300_v1

model_name: training123

model_group: ChaiML/1107-quang-ir-mix

status: protected

timestamp: 2025-11-25T00:21:44+00:00

num_battles: 5162

num_wins: 2617

celo_rating: 1310.6

family_friendly_score: 0.5105999999999999

family_friendly_standard_error: 0.007069478622925455

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': 0.3801278954278519, 'latency_mean': 2.630595245361328, 'latency_p50': 2.6350969076156616, 'latency_p90': 2.886010003089905}, {'batch_size': 2, 'throughput': 0.5719325742931838, 'latency_mean': 3.48701712846756, 'latency_p50': 3.4835753440856934, 'latency_p90': 3.770560693740845}, {'batch_size': 3, 'throughput': 0.7072889144975396, 'latency_mean': 4.229853037595749, 'latency_p50': 4.197867155075073, 'latency_p90': 4.691476225852966}, {'batch_size': 4, 'throughput': 0.7985769864036681, 'latency_mean': 4.994129076004028, 'latency_p50': 5.002284526824951, 'latency_p90': 5.652223610877991}, {'batch_size': 5, 'throughput': 0.8616845780611447, 'latency_mean': 5.779616111516953, 'latency_p50': 5.7879849672317505, 'latency_p90': 6.603196978569031}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult_0164641ep_2e6ct

model_size: 24B

ranking_group: single

throughput_3p7s: 0.62

us_pacific_date: 2025-11-07

win_ratio: 0.506974041069353

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', '</s>', '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-v1-mkmlizer
Waiting for job on chaiml-1107-quang-ir-mi-24300-v1-mkmlizer to finish
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: ║                                                                     ║
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chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: Downloaded to shared memory in 61.737s
chaiml-1107-quang-ir-mi-24300-v1-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-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp_ygr23bo, device:0
chaiml-1107-quang-ir-mi-24300-v1-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-1107-quang-ir-mi-24300-v1-mkmlizer: quantized model in 44.236s
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: Processed model ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult_0164641ep_2e6ct in 105.973s
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v1/nvidia
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v1/nvidia/config.json
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v1/nvidia/special_tokens_map.json
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v1/nvidia/tokenizer_config.json
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v1/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-24300-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v1/nvidia/flywheel_model.1.safetensors
chaiml-1107-quang-ir-mi-24300-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-1107-quang-ir-mi-24300-v1-mkmlizer completed after 174.83s with status: succeeded
Stopping job with name chaiml-1107-quang-ir-mi-24300-v1-mkmlizer
Pipeline stage MKMLizer completed in 175.32s
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Creating inference service chaiml-1107-quang-ir-mi-24300-v1
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Inference service chaiml-1107-quang-ir-mi-24300-v1 ready after 170.86545610427856s
Pipeline stage MKMLDeployer completed in 171.44s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.5861563682556152s
Received healthy response to inference request in 2.433459997177124s
Received healthy response to inference request in 2.273932933807373s
Received healthy response to inference request in 2.2464518547058105s
Received healthy response to inference request in 2.196512460708618s
5 requests
0 failed requests
5th percentile: 2.2065003395080565
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20th percentile: 2.2364639759063722
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50th percentile: 2.273932933807373
60th percentile: 2.3377437591552734
70th percentile: 2.401554584503174
80th percentile: 2.4639992713928223
90th percentile: 2.5250778198242188
95th percentile: 2.555617094039917
99th percentile: 2.5800485134124758
mean time: 2.347302722930908
Pipeline stage StressChecker completed in 13.27s
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