4-bit 4bit Autotrain compatible Bitsandbytes En Endpoints compatible Llama Llama2 Quantized Region:us Safetensors Unsloth
Llama 2 7B Bnb 4bit 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 Bnb 4bit Parameters and Internals
| LLM Name | Llama 2 7B Bnb 4bit |
| Repository 🤗 | https://huggingface.co/unsloth/llama-2-7b-bnb-4bit |
| Model Size | 7b |
| Required VRAM | 3.9 GB |
| Updated | 2024-09-20 |
| Maintainer | unsloth |
| Model Type | llama |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 4bit |
| Model Architecture | LlamaForCausalLM |
| License | apache-2.0 |
| Context Length | 4096 |
| Model Max Length | 4096 |
| Transformers Version | 4.37.0.dev0 |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | <unk> |
| Vocabulary Size | 32000 |
| Torch Data Type | float16 |
Quantized Models of the Llama 2 7B Bnb 4bit
Model |
Likes |
Downloads |
VRAM |
|---|---|---|---|
| ...Generator For Emotion Chat Bot | 0 | 92 | 1 GB |
| MediSight LLM 4bit | 0 | 5 | 3 GB |
| Unsloth Model 4bit | 0 | 6 | 3 GB |
| HyperAutoGGUF Q4 | 0 | 6 | 4 GB |
| Refined Llama3 | 0 | 7 | 0 GB |
| CompletionLlama2GGUF | 0 | 5 | 4 GB |
| OrpoLlama 2 7B | 0 | 9 | 4 GB |
| ...inetune Alpaca Unsloth Minimal | 1 | 8 | 13 GB |
| Gumzo Llama 00 | 0 | 32 | 0 GB |
Best Alternatives to Llama 2 7B Bnb 4bit
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Smaugv0.1 6.0bpw H6 EXL2 | 195K / 26.4 GB | 5 | 4 |
| Smaugv0.1 5.0bpw H6 EXL2 | 195K / 22.3 GB | 5 | 3 |
| Smaugv0.1 4.0bpw H6 EXL2 | 195K / 18 GB | 5 | 1 |
| Smaugv0.1 8.0bpw H8 EXL2 | 195K / 34.9 GB | 5 | 1 |
| Smaugv0.1 3.0bpw H6 EXL2 | 195K / 13.9 GB | 4 | 1 |
| Smaugv0.1 4.65bpw H6 EXL2 | 195K / 20.8 GB | 4 | 1 |
| Mistral 7B A U0.5 B2 Ver0.4 | 32K / 14.4 GB | 3713 | 0 |
| Mistral 7B OP U1k Ver0.6 | 32K / 14.4 GB | 3724 | 0 |
| Mistral 7B Openplatypus 1K | 32K / 29 GB | 699 | 0 |
| Mistral 7B OpenOrca 1K | 32K / 29 GB | 688 | 3 |
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803