Arxiv:2309.09530 4-bit Autotrain compatible Awq Base model:adaptllm/finance-ll... Base model:quantized:adaptllm/... Dataset:gair/lima Dataset:open-orca/openorca Dataset:wizardlm/wizardlm evol... En Finance Instruct Llama Quantized Region:us Safetensors
Finance LLM 13B AWQ Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Finance LLM 13B AWQ Parameters and Internals
| LLM Name | Finance LLM 13B AWQ |
| Repository 🤗 | https://huggingface.co/TheBloke/finance-LLM-13B-AWQ |
| Model Name | Finance LLM 13B |
| Model Creator | AdaptLLM |
| Base Model(s) | |
| Model Size | 13b |
| Required VRAM | 7.2 GB |
| Updated | 2024-09-19 |
| Maintainer | TheBloke |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| AWQ Quantization | Yes |
| Quantization Type | awq |
| Model Architecture | LlamaForCausalLM |
| License | other |
| Context Length | 2048 |
| Model Max Length | 2048 |
| Transformers Version | 4.37.0.dev0 |
| Tokenizer Class | LlamaTokenizer |
| Beginning of Sentence Token | <s> |
| End of Sentence Token | </s> |
| Padding Token | <pad> |
| Unk Token | <unk> |
| Vocabulary Size | 32001 |
| Torch Data Type | float16 |
Best Alternatives to Finance LLM 13B AWQ
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| NexusRaven 13B AWQ | 16K / 7.2 GB | 10 | 4 |
| CodeLlama 13B Instruct AWQ | 16K / 7.2 GB | 47 | 9 |
| ...ma 13B Instruct Hf W4 G128 AWQ | 16K / 7.2 GB | 21 | 0 |
| Meta Llama 3 13B Instruct AWQ | 8K / 8.8 GB | 13 | 0 |
| ...ssianai 13B Chat Bilingual AWQ | 8K / 7.2 GB | 12 | 1 |
| Leo Hessianai 13B Chat AWQ | 8K / 7.2 GB | 12 | 0 |
| Mythalion 13B AWQ | 4K / 7.2 GB | 11632 | 10 |
| Swallow 13B Instruct AWQ | 4K / 7.5 GB | 11 | 1 |
| Pygmalion 2 13B AWQ | 4K / 7.2 GB | 150 | 5 |
| Speechless Llama2 13B AWQ | 4K / 7.2 GB | 13 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/finance-LLM-13B-AWQ .
Rank the Finance LLM 13B AWQ Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803