Tantrum 16bit by dbands

 ยป  All LLMs  ยป  dbands  ยป  Tantrum 16bit   URL Share it on

  16bit   Autotrain compatible Base model:cognitivecomputatio... Base model:finetune:cognitivec...   Conversational Dataset:dbands/scoredpythonins...   En   Endpoints compatible   Quantized   Qwen2   Region:us   Safetensors   Trl   Unsloth

Tantrum 16bit Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Tantrum 16bit Parameters and Internals

LLM NameTantrum 16bit
Repository ๐Ÿค—https://huggingface.co/dbands/tantrum_16bit 
Base Model(s)  cognitivecomputations/dolphin-2.9.2-qwen2-7b   cognitivecomputations/dolphin-2.9.2-qwen2-7b
Model Size7b
Required VRAM15.2 GB
Updated2024-10-30
Maintainerdbands
Model Typeqwen2
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   4.3 GB: 3-of-4   1.1 GB: 4-of-4
Supported Languagesen
Quantization Type16bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.43.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace
Tantrum 16bit (dbands/tantrum_16bit)

Best Alternatives to Tantrum 16bit

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2.5 7B Bnb 4bit128K / 5.5 GB116381
T14Model4bit128K /  GB1430
Krx Q25 7B Base128K /  GB120
Qwen2 7B Bnb 4bit128K / 5.5 GB20593
Qwen2 7B Matter 0.1 Slim A128K / 15.2 GB202
...lphin 2.9.2 Qwen2 7B Bpw6 EXL2128K / 6.4 GB111
PiSSA Qwen2 7B 4bit R128 5iter128K / 5.9 GB150
Qwen2 7B Alpacha Merged 4bit128K / 5.6 GB70
Qwen2 7B Alpacha Merged 16bit128K / 15.2 GB60
Qwen2 7B 8bit128K / 8.1 GB71
Note: green Score (e.g. "73.2") means that the model is better than dbands/tantrum_16bit.

Rank the Tantrum 16bit Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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  

What open-source LLMs or SLMs are you in search of? 37405 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803