Llama 2 7B Absa 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)
Llama 2 7B Absa Parameters and Internals
| LLM Name | Llama 2 7B Absa |
| Repository 🤗 | https://huggingface.co/Orkhan/llama-2-7b-absa |
| Model Size | 7b |
| Required VRAM | 13.5 GB |
| Updated | 2024-10-18 |
| Maintainer | Orkhan |
| Model Files | |
| Supported Languages | en |
| Model Architecture | AutoModelForCausalLM |
| License | apache-2.0 |
| Is Biased | none |
| Tokenizer Class | LlamaTokenizer |
| Beginning of Sentence Token | <s> |
| End of Sentence Token | </s> |
| Unk Token | <unk> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | q_proj|v_proj |
| LoRA Alpha | 16 |
| LoRA Dropout | 0.1 |
| R Param | 64 |
Best Alternatives to Llama 2 7B Absa
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Mistral 7B Instruct V0.3 | 32K / 14.5 GB | 427005 | 1059 |
| Mistral 7B V0.3 | 32K / 14.5 GB | 128072 | 373 |
| Mistral 7B V0.3 | 32K / 14.5 GB | 6187 | 5 |
| Mistral 7B Instruct V0.3 | 32K / 14.5 GB | 3853 | 5 |
| Mistral 7B Instruct V0.3 | 32K / 14.5 GB | 899 | 2 |
| ...unoichi Lemon Royale V3 32K 7B | 32K / 14.5 GB | 16 | 4 |
| Mistralai Mistral 7B V0.3 | 32K / 14.5 GB | 9 | 3 |
| ...ralai Mistral 7B Instruct V0.3 | 32K / 14.5 GB | 12 | 1 |
| Mistral 7B Instruct V0.3 | 32K / 14.5 GB | 9 | 0 |
| Mistral 7B V0.2 | 32K / 14.5 GB | 93 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than Orkhan/llama-2-7b-absa .
Rank the Llama 2 7B Absa Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803