chaiml-nis-qwen32b-dpoe_75458

developer_uid: NischayDnk

submission_id: chaiml-nis-qwen32b-dpoe_75458_v3

model_name: chaiml-nis-qwen32b-dpoe_75458_v3

model_group: ChaiML/nis-qwen32b-dpoex

status: torndown

timestamp: 2025-05-15T18:17:20+00:00

num_battles: 8132

num_wins: 4159

celo_rating: 1297.18

family_friendly_score: 0.5324

family_friendly_standard_error: 0.007056206346189147

submission_type: basic

model_repo: ChaiML/nis-qwen32b-dpoexp4-s1-pref-1295datav1sft

model_architecture: Qwen2ForCausalLM

model_num_parameters: 32759331840.0

best_of: 5

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.3890167129570345, 'latency_mean': 2.5705206656455992, 'latency_p50': 2.549880862236023, 'latency_p90': 2.8752203702926638}, {'batch_size': 3, 'throughput': 0.8750208758141581, 'latency_mean': 3.4171366369724274, 'latency_p50': 3.405482530593872, 'latency_p90': 3.785994601249695}, {'batch_size': 5, 'throughput': 1.1992637768926258, 'latency_mean': 4.1530507934093475, 'latency_p50': 4.119279384613037, 'latency_p90': 4.658504819869995}, {'batch_size': 6, 'throughput': 1.3064796773110723, 'latency_mean': 4.559075794219971, 'latency_p50': 4.577631831169128, 'latency_p90': 5.094138789176941}, {'batch_size': 8, 'throughput': 1.488043952709985, 'latency_mean': 5.336651961803437, 'latency_p50': 5.275892734527588, 'latency_p90': 6.069483590126038}, {'batch_size': 10, 'throughput': 1.6226962430124177, 'latency_mean': 6.10136050581932, 'latency_p50': 6.093389630317688, 'latency_p90': 7.047724914550781}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-nis-qwen32b-dpoe_75458_v3

is_internal_developer: False

language_model: ChaiML/nis-qwen32b-dpoexp4-s1-pref-1295datav1sft

model_size: 33B

ranking_group: single

throughput_3p7s: 1.02

us_pacific_date: 2025-05-15

win_ratio: 0.5114363010329562

generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_start|>', '\n', '<|im_end|>'], 'max_input_tokens': 768, 'best_of': 5, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', 'truncate_by_message': False}

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-nis-qwen32b-dpoe-75458-v3-mkmlizer
Waiting for job on chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer to finish
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ║       /___/                                                         ║
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: Downloaded to shared memory in 112.831s
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpnukuz7nt, device:0
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: quantized model in 62.930s
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: Processed model ChaiML/nis-qwen32b-dpoexp4-s1-pref-1295datav1sft in 175.761s
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v3
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v3/config.json
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v3/added_tokens.json
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v3/tokenizer_config.json
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v3/special_tokens_map.json
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v3/vocab.json
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v3/merges.txt
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v3/tokenizer.json
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v3/flywheel_model.2.safetensors
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v3/flywheel_model.1.safetensors
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v3/flywheel_model.0.safetensors
chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer: 
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Job chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer completed after 206.52s with status: succeeded
Stopping job with name chaiml-nis-qwen32b-dpoe-75458-v3-mkmlizer
Pipeline stage MKMLizer completed in 207.04s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nis-qwen32b-dpoe-75458-v3
Waiting for inference service chaiml-nis-qwen32b-dpoe-75458-v3 to be ready
Inference service chaiml-nis-qwen32b-dpoe-75458-v3 ready after 130.5477089881897s
Pipeline stage MKMLDeployer completed in 131.12s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.357926845550537s
Received healthy response to inference request in 2.893310546875s
Received healthy response to inference request in 2.649578809738159s
Received healthy response to inference request in 2.682464838027954s
Received healthy response to inference request in 2.691354274749756s
5 requests
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mean time: 2.8549270629882812
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