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Finance Chat by AdaptLLM

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  1172   
  Arxiv:2309.09530   Arxiv:2406.14491   Arxiv:2411.19930   Autotrain compatible   Dataset:gair/lima   Dataset:open-orca/openorca Dataset:wizardlm/wizardlm evol...   En   Endpoints compatible   Finance   Instruct   Llama   Model-index   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/AdaptLLM/finance-chat 

Finance Chat Benchmarks

ARC: 53.75 vs 96.7 (so35)-44.4%
HellaSwag: 76.6 vs 95.3 (gpt4)-19.6%
MMLU: 50.16 vs 88.3 (so35)-43.2%
TruthfulQA: 44.54 vs 59 (gpt4)-24.5%
WinoGrande: 75.69 vs 87.5 (gpt4)-13.5%
GSM8K: 18.8 vs 96.4 (so35)-80.5%
LLME Score: 0.21711
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Finance Chat (AdaptLLM/finance-chat)

Finance Chat Parameters and Internals

LLM NameFinance Chat
Repository 🤗https://huggingface.co/AdaptLLM/finance-chat 
Model Size6.7b
Required VRAM27 GB
Updated2024-12-22
MaintainerAdaptLLM
Model Typellama
Instruction-BasedYes
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   7.2 GB: 3-of-3   9.9 GB: 1-of-3   9.9 GB: 2-of-3   7.2 GB: 3-of-3
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.31.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Padding Token<pad>
Unk Token<unk>
Vocabulary Size32001
Torch Data Typefloat16

Quantized Models of the Finance Chat

Model
Likes
Downloads
VRAM
Finance Chat GGUF123502 GB
Finance Chat AWQ3313 GB
Finance Chat GPTQ3183 GB

Best Alternatives to Finance Chat

Best Alternatives
Context / RAM
Downloads
Likes
...s Coder6.7b Reflct Adamw Iter116K / 13.5 GB4750
...Coder6.7b Reflct Rmsprop Iter116K / 13.5 GB950
...Coder6.7b Reflct Rmsprop Iter116K / 13.5 GB1100
...r6.7b Pos Reflct Rmsprop Iter116K / 13.5 GB870
...r6.7b Pos Reflct Rmsprop Iter116K / 13.5 GB900
...ir4 Ds Coder6.7b Rmsprop Iter116K / 13.5 GB430
Ds Coder6.7b Rmsprop Iter116K / 13.5 GB670
...Coder6.7b Reflct Rmsprop Iter116K / 13.5 GB620
Speechless Coder Ds 6.7B16K / 13.5 GB11215
Magicoder S DS 6.7B16K / 27.1 GB1700200
Note: green Score (e.g. "73.2") means that the model is better than AdaptLLM/finance-chat.

Rank the Finance Chat 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 v20241217
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