chaiml-lexical-viral-v5a_2693

developer_uid: zonemercy

submission_id: chaiml-lexical-viral-v5a_2693_v8

model_name: tempv1-1

model_group: ChaiML/Lexical-Viral-v5a

status: inactive

timestamp: 2024-12-12T17:08:11+00:00

num_battles: 8270

num_wins: 4108

celo_rating: 1262.12

family_friendly_score: 0.5822

family_friendly_standard_error: 0.006974857131153297

submission_type: basic

model_repo: ChaiML/Lexical-Viral-v5ava-12b01e5r128

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6412703774990357, 'latency_mean': 1.5593342697620391, 'latency_p50': 1.5614619255065918, 'latency_p90': 1.7274829149246216}, {'batch_size': 4, 'throughput': 1.4896628602051563, 'latency_mean': 2.671415207386017, 'latency_p50': 2.652574896812439, 'latency_p90': 2.9958739042282105}, {'batch_size': 5, 'throughput': 1.6289094517739064, 'latency_mean': 3.054683848619461, 'latency_p50': 3.0667024850845337, 'latency_p90': 3.3987781047821044}, {'batch_size': 8, 'throughput': 1.9052564689415363, 'latency_mean': 4.167931389808655, 'latency_p50': 4.195701599121094, 'latency_p90': 4.661260199546814}, {'batch_size': 10, 'throughput': 2.0069665353231625, 'latency_mean': 4.962076623439788, 'latency_p50': 4.959585070610046, 'latency_p90': 5.547726011276245}, {'batch_size': 12, 'throughput': 2.063163414954587, 'latency_mean': 5.751312830448151, 'latency_p50': 5.724243998527527, 'latency_p90': 6.438496518135071}, {'batch_size': 15, 'throughput': 2.1198705198695342, 'latency_mean': 7.011474958658218, 'latency_p50': 7.048701047897339, 'latency_p90': 7.888086557388306}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: tempv1-1

is_internal_developer: True

language_model: ChaiML/Lexical-Viral-v5ava-12b01e5r128

model_size: 13B

ranking_group: single

throughput_3p7s: 1.82

us_pacific_date: 2024-12-12

win_ratio: 0.49673518742442563

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', '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 chaiml-lexical-viral-v5a-2693-v8-mkmlizer
Waiting for job on chaiml-lexical-viral-v5a-2693-v8-mkmlizer to finish
chaiml-lexical-viral-v5a-2693-v8-mkmlizer: Downloaded to shared memory in 35.494s
chaiml-lexical-viral-v5a-2693-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpn2aeon0q, device:0
chaiml-lexical-viral-v5a-2693-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-lexical-viral-v5a-2693-v8-mkmlizer: quantized model in 38.601s
chaiml-lexical-viral-v5a-2693-v8-mkmlizer: Processed model ChaiML/Lexical-Viral-v5ava-12b01e5r128 in 74.096s
chaiml-lexical-viral-v5a-2693-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-lexical-viral-v5a-2693-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-lexical-viral-v5a-2693-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-lexical-viral-v5a-2693-v8
chaiml-lexical-viral-v5a-2693-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-lexical-viral-v5a-2693-v8/config.json
chaiml-lexical-viral-v5a-2693-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-lexical-viral-v5a-2693-v8/special_tokens_map.json
chaiml-lexical-viral-v5a-2693-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-lexical-viral-v5a-2693-v8/tokenizer_config.json
chaiml-lexical-viral-v5a-2693-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-lexical-viral-v5a-2693-v8/tokenizer.json
chaiml-lexical-viral-v5a-2693-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-lexical-viral-v5a-2693-v8/flywheel_model.0.safetensors
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Job chaiml-lexical-viral-v5a-2693-v8-mkmlizer completed after 103.12s with status: succeeded
Stopping job with name chaiml-lexical-viral-v5a-2693-v8-mkmlizer
Pipeline stage MKMLizer completed in 103.63s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-lexical-viral-v5a-2693-v8
Waiting for inference service chaiml-lexical-viral-v5a-2693-v8 to be ready
Connection pool is full, discarding connection: %s. Connection pool size: %s
Inference service chaiml-lexical-viral-v5a-2693-v8 ready after 190.80116438865662s
Pipeline stage MKMLDeployer completed in 191.31s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.8773820400238037s
Received healthy response to inference request in 1.6788620948791504s
Received healthy response to inference request in 1.7639050483703613s
Received healthy response to inference request in 1.6672403812408447s
Received healthy response to inference request in 1.6588084697723389s
5 requests
0 failed requests
5th percentile: 1.66049485206604
10th percentile: 1.6621812343597413
20th percentile: 1.6655539989471435
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50th percentile: 1.6788620948791504
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90th percentile: 1.8319912433624268
95th percentile: 1.8546866416931151
99th percentile: 1.872842960357666
mean time: 1.7292396068572997
Pipeline stage StressChecker completed in 9.78s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2328.01s
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chaiml-lexical-viral-v5a_2693_v8 status is now inactive due to auto deactivation removed underperforming models