Chat Opt 1.3B Rlhf Critic Deepspeed by AdamG012

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  Autotrain compatible   Chatgpt   Dataset:dahoas/full-hh-rlhf Dataset:dahoas/synthetic-instr... Dataset:openai/webgpt comparis...   Dataset:stanfordnlp/shp Dataset:yitingxie/rlhf-reward-...   Deepspeed   En   Endpoints compatible   Instruct   Opt   Pytorch   Region:us   Rlhf   Sft

Chat Opt 1.3B Rlhf Critic Deepspeed Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Chat Opt 1.3B Rlhf Critic Deepspeed (AdamG012/chat-opt-1.3b-rlhf-critic-deepspeed)
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Chat Opt 1.3B Rlhf Critic Deepspeed Parameters and Internals

Model Type 
chatgpt, deepspeed, opt, sft, rlhf
Training Details 
Data Sources:
Dahoas/full-hh-rlhf, Dahoas/synthetic-instruct-gptj-pairwise, yitingxie/rlhf-reward-datasets, openai/webgpt_comparisons, stanfordnlp/SHP
Methodology:
The training involves a three-step pipeline consisting of supervised fine-tuning, reward model fine-tuning, and reinforcement learning from human feedback (RLHF).
Context Length:
2048
Model Architecture:
Parameters: 1.3B, FFN Dimensions: 8192, Hidden Size: 2048, Max Position Embedding: 2048, Attention Heads: 16, Hidden layers: 24
LLM NameChat Opt 1.3B Rlhf Critic Deepspeed
Repository ๐Ÿค—https://huggingface.co/AdamG012/chat-opt-1.3b-rlhf-critic-deepspeed 
Model Size1.3b
Required VRAM0.7 GB
Updated2025-08-20
MaintainerAdamG012
Model Typeopt
Instruction-BasedYes
Model Files  0.7 GB
Supported Languagesen
Model ArchitectureOPTForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.29.0.dev0
Vocabulary Size50272
Torch Data Typefloat16
Activation Functionrelu

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Note: green Score (e.g. "73.2") means that the model is better than AdamG012/chat-opt-1.3b-rlhf-critic-deepspeed.

Rank the Chat Opt 1.3B Rlhf Critic Deepspeed Capabilities

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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