Arxiv:2311.11045 4-bit Autotrain compatible Base model:microsoft/orca-2-7b Base model:quantized:microsoft... Gptq Llama Microsoft Orca Orca2 Quantized Region:us Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/Orca-2-7B-GPTQ
Orca 2 7B GPTQ 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)
Orca 2 7B GPTQ Parameters and Internals
| LLM Name | Orca 2 7B GPTQ |
| Repository 🤗 | https://huggingface.co/TheBloke/Orca-2-7B-GPTQ |
| Model Name | Orca 2 7B |
| Model Creator | Microsoft |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 3.9 GB |
| Updated | 2025-02-05 |
| Maintainer | TheBloke |
| Model Type | llama |
| Model Files | |
| GPTQ Quantization | Yes |
| Quantization Type | gptq |
| Model Architecture | LlamaForCausalLM |
| License | other |
| Context Length | 4096 |
| Model Max Length | 4096 |
| Transformers Version | 4.35.0 |
| Tokenizer Class | LlamaTokenizer |
| Beginning of Sentence Token | <s> |
| End of Sentence Token | </s> |
| Unk Token | <unk> |
| Vocabulary Size | 32003 |
| Torch Data Type | float16 |
Best Alternatives to Orca 2 7B GPTQ
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Yarn Llama 2 7B 128K GPTQ | 128K / 3.9 GB | 13 | 7 |
| Yarn Llama 2 7B 64K GPTQ | 64K / 3.9 GB | 10 | 1 |
| ... 7B 32K Instructions V4 Marlin | 32K / 4.1 GB | 80 | 0 |
| Aixcoder 7B GPTQ | 32K / 4.5 GB | 77 | 1 |
| Calm2 7B Chat GPTQ | 32K / 4.4 GB | 52 | 6 |
| ...Calm2 7B Chat GPTQ Calib Ja 1K | 32K / 4.4 GB | 18 | 5 |
| Llama 2 7B 32K Instruct GPTQ | 32K / 3.9 GB | 19 | 27 |
| Codebear 7B 4bit | 16K / 3.9 GB | 6 | 1 |
| ...a 7B Instruct GPTQ Calib Ja 1K | 16K / 3.9 GB | 9 | 0 |
| Pandalyst 7B V1.2 GPTQ | 16K / 3.9 GB | 19 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Orca-2-7B-GPTQ .
Rank the Orca 2 7B GPTQ Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227