Stablelm Tuned Alpha 3B 8bit by rockerBOO

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  8-bit   8bit   Autotrain compatible   Dataset:dahoas/full-hh-rlhf   Dataset:dmayhem93/chatcombined Dataset:huggingfaceh4/databric... Dataset:jeffwan/sharegpt vicun... Dataset:nomic-ai/gpt4all promp...   Dataset:tatsu-lab/alpaca   En   Endpoints compatible   Gpt neox   Pytorch   Quantized   Region:us   Safetensors

Stablelm Tuned Alpha 3B 8bit Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Stablelm Tuned Alpha 3B 8bit (rockerBOO/stablelm-tuned-alpha-3b-8bit)

Stablelm Tuned Alpha 3B 8bit Parameters and Internals

Model Type 
decoder-only, language model
Use Cases 
Areas:
chat-like applications
Limitations:
Potential biases and toxicity in responses
Considerations:
Users should be mindful of potential biases in responses.
Supported Languages 
English (high)
Training Details 
Data Sources:
dmayhem93/ChatCombined, tatsu-lab/alpaca, nomic-ai/gpt4all_prompt_generations, Dahoas/full-hh-rlhf, jeffwan/sharegpt_vicuna, HuggingFaceH4/databricks_dolly_15k
Methodology:
Supervised fine-tuning
Context Length:
4096
Model Architecture:
NeoX transformer architecture
Input Output 
Input Format:
<|SYSTEM|>...<|USER|>...<|ASSISTANT|>...
Accepted Modalities:
text
LLM NameStablelm Tuned Alpha 3B 8bit
Repository ๐Ÿค—https://huggingface.co/rockerBOO/stablelm-tuned-alpha-3b-8bit 
Base Model(s)  Stablelm Tuned Alpha 3B   stabilityai/stablelm-tuned-alpha-3b
Model Size3b
Required VRAM4.3 GB
Updated2025-02-05
MaintainerrockerBOO
Model Typegpt_neox
Model Files  4.3 GB   4.3 GB
Supported Languagesen
Quantization Type8bit
Model ArchitectureGPTNeoXForCausalLM
Licensecc-by-nc-sa-4.0
Context Length4096
Model Max Length4096
Transformers Version4.29.2
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50688
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than rockerBOO/stablelm-tuned-alpha-3b-8bit.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227