nischaydnk-nemo-dpo-v3-_85876

developer_uid: NischayDnk

submission_id: nischaydnk-nemo-dpo-v3-_85876_v1

model_name: nischaydnk-nemo-dpo-v3-_85876_v1

model_group: NischayDnk/nemo_dpo_v3_1

status: torndown

timestamp: 2025-01-04T11:16:13+00:00

num_battles: 12542

num_wins: 5956

celo_rating: 1244.64

family_friendly_score: 0.5922000000000001

family_friendly_standard_error: 0.006949808054903387

submission_type: basic

model_repo: NischayDnk/nemo_dpo_v3_12kch_r16_a16

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6156080738832136, 'latency_mean': 1.6243245148658751, 'latency_p50': 1.6265126466751099, 'latency_p90': 1.8065094947814941}, {'batch_size': 3, 'throughput': 1.1236785233154578, 'latency_mean': 2.6630377447605134, 'latency_p50': 2.6620779037475586, 'latency_p90': 2.9078983306884765}, {'batch_size': 5, 'throughput': 1.3652946944268445, 'latency_mean': 3.6392723762989045, 'latency_p50': 3.6197704076766968, 'latency_p90': 4.161562824249268}, {'batch_size': 6, 'throughput': 1.4183762152194126, 'latency_mean': 4.206131815910339, 'latency_p50': 4.2183696031570435, 'latency_p90': 4.640120673179626}, {'batch_size': 8, 'throughput': 1.4930234839541092, 'latency_mean': 5.322959750890732, 'latency_p50': 5.318074822425842, 'latency_p90': 5.972380638122559}, {'batch_size': 10, 'throughput': 1.530016804104947, 'latency_mean': 6.48508462548256, 'latency_p50': 6.494651198387146, 'latency_p90': 7.265601325035095}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: nischaydnk-nemo-dpo-v3-_85876_v1

is_internal_developer: False

language_model: NischayDnk/nemo_dpo_v3_12kch_r16_a16

model_size: 13B

ranking_group: single

throughput_3p7s: 1.38

us_pacific_date: 2025-01-04

win_ratio: 0.4748843884547919

generation_params: {'temperature': 1.0, 'top_p': 0.97, 'min_p': 0.03, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', '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 nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer
Waiting for job on nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer to finish
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ║     _____            __           __                                ║
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ║       /___/                                                         ║
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ║                                                                     ║
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ║  https://mk1.ai                                                     ║
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ║                                                                     ║
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ║  belonging to:                                                      ║
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ║                                                                     ║
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ║  Chai Research Corp.                                                ║
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ║                                                                     ║
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: Downloaded to shared memory in 44.325s
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp65ke8xdo, device:0
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: quantized model in 35.295s
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: Processed model NischayDnk/nemo_dpo_v3_12kch_r16_a16 in 79.620s
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: creating bucket guanaco-mkml-models
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nischaydnk-nemo-dpo-v3-85876-v1
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nischaydnk-nemo-dpo-v3-85876-v1/config.json
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nischaydnk-nemo-dpo-v3-85876-v1/special_tokens_map.json
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nischaydnk-nemo-dpo-v3-85876-v1/tokenizer_config.json
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nischaydnk-nemo-dpo-v3-85876-v1/tokenizer.json
nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/nischaydnk-nemo-dpo-v3-85876-v1/flywheel_model.0.safetensors
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Job nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer completed after 104.32s with status: succeeded
Stopping job with name nischaydnk-nemo-dpo-v3-85876-v1-mkmlizer
Pipeline stage MKMLizer completed in 104.83s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service nischaydnk-nemo-dpo-v3-85876-v1
Waiting for inference service nischaydnk-nemo-dpo-v3-85876-v1 to be ready
Inference service nischaydnk-nemo-dpo-v3-85876-v1 ready after 411.5756866931915s
Pipeline stage MKMLDeployer completed in 412.10s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.091933012008667s
Received healthy response to inference request in 1.9063947200775146s
Received healthy response to inference request in 2.304792642593384s
Received healthy response to inference request in 1.4485743045806885s
Received healthy response to inference request in 1.5604727268218994s
5 requests
0 failed requests
5th percentile: 1.4709539890289307
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mean time: 1.8624334812164307
Pipeline stage StressChecker completed in 10.59s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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nischaydnk-nemo-dpo-v3-_85876_v1 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
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Pipeline stage OfflineFamilyFriendlyScorer completed in 8822.12s
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nischaydnk-nemo-dpo-v3-_85876_v1 status is now inactive due to auto deactivation removed underperforming models
nischaydnk-nemo-dpo-v3-_85876_v1 status is now torndown due to DeploymentManager action
nischaydnk-nemo-dpo-v3-_85876_v1 status is now torndown due to DeploymentManager action
nischaydnk-nemo-dpo-v3-_85876_v1 status is now torndown due to DeploymentManager action