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Finance Chat by AdaptLLM

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  1094   
  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: 0.18491
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Finance Chat Parameters and Internals

LLM NameFinance Chat
Repository 🤗https://huggingface.co/AdaptLLM/finance-chat 
Model Size6.7b
Required VRAM27 GB
Updated2025-06-09
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
Finance Chat (AdaptLLM/finance-chat)

Quantized Models of the Finance Chat

Model
Likes
Downloads
VRAM
Finance Chat GGUF132592 GB
Finance Chat GPTQ3433 GB
Finance Chat AWQ3113 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 GB2186
Magicoder S DS 6.7B16K / 27.1 GB1004203
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 v20241124
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