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BLOOMChat 176B V1 by sambanovasystems

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  1912   
  Autotrain compatible   Bloom   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/sambanovasystems/BLOOMChat-176B-v1 

BLOOMChat 176B V1 Benchmarks

LLME Score: 0.11984
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
BLOOMChat 176B V1 (sambanovasystems/BLOOMChat-176B-v1)
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BLOOMChat 176B V1 Parameters and Internals

Model Type 
Language Model
Use Cases 
Areas:
Commercial, Research
Primary Use Cases:
Conversation, Assistant-style interactions, Multilingual tasks
Limitations:
Mission-critical applications, Applications involving safety, Highly important decision making, Important automated pipelines
Considerations:
Model can produce hallucinations, repetition, and lacks accuracy in some tasks.
Training Details 
Data Sources:
https://huggingface.co/datasets/laion/OIG, https://huggingface.co/datasets/databricks/databricks-dolly-15k, https://huggingface.co/datasets/OpenAssistant/oasst1
Methodology:
Instruction tuning from BLOOM (176B) on OpenChatKit, Dolly 2.0 and Oasst1 dataset subsampled to 100k. One epoch followed by three epochs over combined datasets.
Hardware Used:
SambaNova Reconfigurable Dataflow Unit (RDU)
LLM NameBLOOMChat 176B V1
Repository 🤗https://huggingface.co/sambanovasystems/BLOOMChat-176B-v1 
Model Size176b
Required VRAM360 GB
Updated2025-09-23
Maintainersambanovasystems
Model Typebloom
Model Files  17.1 GB: 1-of-20   18.1 GB: 2-of-20   18.1 GB: 3-of-20   18.1 GB: 4-of-20   18.1 GB: 5-of-20   18.1 GB: 6-of-20   18.1 GB: 7-of-20   18.1 GB: 8-of-20   18.1 GB: 9-of-20   18.1 GB: 10-of-20   18.1 GB: 11-of-20   18.1 GB: 12-of-20   18.1 GB: 13-of-20   18.1 GB: 14-of-20   18.1 GB: 15-of-20   18.1 GB: 16-of-20   18.1 GB: 17-of-20   18.1 GB: 18-of-20   18.1 GB: 19-of-20   17.1 GB: 20-of-20
Model ArchitectureBloomForCausalLM
Licenseother
Transformers Version4.25.0
Tokenizer ClassBloomTokenizer
Padding Token<pad>
Vocabulary Size250880

Quantized Models of the BLOOMChat 176B V1

Model
Likes
Downloads
VRAM
BLOOMChat 176B V1 GPTQ31104 GB
BLOOMChat 176B V1 8bit215187 GB

Best Alternatives to BLOOMChat 176B V1

Best Alternatives
Context / RAM
Downloads
Likes
BLOOMChat 176B V20K / 155.7 GB512
Bloom Finnish 176B0K / 4.9 GB136
BLOOMChat 176B V1 8bit0K / 187.7 GB152
BLOOMChat 176B V1 GPTQ0K / 4.2 GB1031
Bloomz 176B GPTQ0K / 4.2 GB1219
Note: green Score (e.g. "73.2") means that the model is better than sambanovasystems/BLOOMChat-176B-v1.

Rank the BLOOMChat 176B V1 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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