developer_uid: chai_backend_admin
submission_id: chaiml-1113-quang-ir-mi_16731_v1
model_name: training123
model_group: ChaiML/1113-quang-ir-mix
status: torndown
timestamp: 2025-11-17T06:51:27+00:00
num_battles: 5604
num_wins: 2975
celo_rating: 1306.92
family_friendly_score: 0.4538
family_friendly_standard_error: 0.007040817566163747
submission_type: basic
model_repo: ChaiML/1113-quang-ir-mixall-cld-i0a8-freev2-rm-cldimprv-dpo_freev22_0164642ep_2e5cs
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': 0.3802715981154614, 'latency_mean': 2.629579292535782, 'latency_p50': 2.6527743339538574, 'latency_p90': 2.875872325897217}, {'batch_size': 2, 'throughput': 0.5716212419920411, 'latency_mean': 3.495619169473648, 'latency_p50': 3.487367272377014, 'latency_p90': 3.801254081726074}, {'batch_size': 3, 'throughput': 0.6993738677293488, 'latency_mean': 4.281232438087463, 'latency_p50': 4.286790609359741, 'latency_p90': 4.594099760055542}, {'batch_size': 4, 'throughput': 0.7959608616228733, 'latency_mean': 5.003991740942001, 'latency_p50': 5.011991739273071, 'latency_p90': 5.646884846687317}, {'batch_size': 5, 'throughput': 0.8615861956615952, 'latency_mean': 5.774066045284271, 'latency_p50': 5.786803245544434, 'latency_p90': 6.530798816680908}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/1113-quang-ir-mixall-cld-i0a8-freev2-rm-cldimprv-dpo_freev22_0164642ep_2e5cs
model_size: 24B
ranking_group: single
throughput_3p7s: 0.61
us_pacific_date: 2025-11-13
win_ratio: 0.530870806566738
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
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Running pipeline stage MKMLizer
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Starting job with name chaiml-1113-quang-ir-mi-16731-v1-mkmlizer
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chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: ║ ║
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: ║ Version: 0.30.2 ║
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: ║ https://mk1.ai ║
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: ║ ║
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: ║ belonging to: ║
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: ║ ║
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: ║ Chai Research Corp. ║
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
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chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Stopping job with name chaiml-1113-quang-ir-mi-16731-v1-mkmlizer
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Starting job with name chaiml-1113-quang-ir-mi-16731-v1-mkmlizer
Waiting for job on chaiml-1113-quang-ir-mi-16731-v1-mkmlizer to finish
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: Downloaded to shared memory in 52.920s
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: Checking if ChaiML/1113-quang-ir-mixall-cld-i0a8-freev2-rm-cldimprv-dpo_freev22_0164642ep_2e5cs already exists in ChaiML
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpcdxxyyqx, device:0
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: Downloaded to shared memory in 53.937s
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: Checking if ChaiML/1113-quang-ir-mixall-cld-i0a8-freev2-rm-cldimprv-dpo_freev22_0164642ep_2e5cs already exists in ChaiML
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpyyndcgvm, device:0
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: quantized model in 42.623s
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: Processed model ChaiML/1113-quang-ir-mixall-cld-i0a8-freev2-rm-cldimprv-dpo_freev22_0164642ep_2e5cs in 96.560s
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1113-quang-ir-mi-16731-v1/nvidia
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-mi-16731-v1/nvidia/config.json
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-mi-16731-v1/nvidia/special_tokens_map.json
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-mi-16731-v1/nvidia/tokenizer_config.json
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-mi-16731-v1/nvidia/tokenizer.json
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1113-quang-ir-mi-16731-v1/nvidia/flywheel_model.1.safetensors
chaiml-1113-quang-ir-mi-16731-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1113-quang-ir-mi-16731-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-1113-quang-ir-mi-16731-v1-mkmlizer completed after 154.19s with status: succeeded
Stopping job with name chaiml-1113-quang-ir-mi-16731-v1-mkmlizer
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Inference service chaiml-1113-quang-ir-mi-16731-v1 ready after 151.24829840660095s
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5th percentile: 2.0937820434570313
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