Arxiv:1911.02150 Arxiv:2005.14165 Arxiv:2101.00027 Arxiv:2104.09864 Arxiv:2205.14135 Arxiv:2306.01116 Autotrain compatible Custom code Dataset:tiiuae/falcon-refinedw... En Falcon Pytorch Region:us Sharded
Falcon 7B Benchmarks
MMLU Pro: 1.39
MUSR: 4.5
BBH: 5.96
IFEval: 18.21 vs 88 (so35)-79.3%
ARC: 47.87 vs 96.7 (so35)-50.5%
HellaSwag: 78.13 vs 95.3 (gpt4)-18%
MMLU: 27.79 vs 88.3 (so35)-68.5%
TruthfulQA: 34.26 vs 59 (gpt4)-41.9%
WinoGrande: 72.38 vs 87.5 (gpt4)-17.3%
GSM8K: 4.62 vs 96.4 (so35)-95.2%
MATH Lvl 5: 0.53
LLME Score: 0.2816
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)
Falcon 7B Parameters and Internals
| LLM Name | Falcon 7B |
| Repository 🤗 | https://huggingface.co/tiiuae/falcon-7b |
| Model Size | 7b |
| Required VRAM | 14.4 GB |
| Updated | 2024-10-11 |
| Maintainer | tiiuae |
| Model Type | falcon |
| Model Files | |
| Supported Languages | en |
| Model Architecture | FalconForCausalLM |
| License | apache-2.0 |
| Model Max Length | 2048 |
| Transformers Version | 4.27.4 |
| Is Biased | 0 |
| Tokenizer Class | PreTrainedTokenizerFast |
| Vocabulary Size | 65024 |
| Torch Data Type | bfloat16 |
Best Alternatives to Falcon 7B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| F1H10M 0000 | 2K / 13.9 GB | 2529 | 0 |
| F1H10M 0000 | 2K / 13.9 GB | 2377 | 0 |
| Saqr 7B Merged | 2K / 13.9 GB | 525 | 1 |
| ... Openassistant Toxicity Reduce | 2K / 30.4 GB | 5 | 0 |
| Really Tiny Falcon Testing | 2K / 0 GB | 263311 | 0 |
| Falcon Chatbot | 2K / 5.5 GB | 4 | 1 |
| Tiny Testing Falcon Alibi | 2K / 0 GB | 20009 | 1 |
| DociproLLM 7B | 2K / 27.8 GB | 7 | 0 |
| New Falcon | 2K / 4.3 GB | 30 | 1 |
| Claire 7B 0.1 Instruct | 2K / 7.2 GB | 14 | 1 |
Rank the Falcon 7B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803