Starcoder2 7B Int4 Ov 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)
Starcoder2 7B Int4 Ov Parameters and Internals
| LLM Name | Starcoder2 7B Int4 Ov |
| Repository 🤗 | https://huggingface.co/OpenVINO/starcoder2-7b-int4-ov |
| Model Size | 7b |
| Required VRAM | 3.8 GB |
| Updated | 2024-07-31 |
| Maintainer | OpenVINO |
| Model Type | starcoder2 |
| Model Files | |
| Model Architecture | Starcoder2ForCausalLM |
| License | bigcode-openrail-m |
| Context Length | 16384 |
| Model Max Length | 16384 |
| Transformers Version | 4.40.1 |
| Tokenizer Class | GPT2Tokenizer |
| Vocabulary Size | 49152 |
| Torch Data Type | bfloat16 |
| Activation Function | gelu |
Best Alternatives to Starcoder2 7B Int4 Ov
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Starcoder2 7B | 16K / 14.4 GB | 27562 | 149 |
| Dolphincoder Starcoder2 7B | 16K / 14.9 GB | 41 | 11 |
| Jmg Starcoder2 7B 100K | 16K / 14.4 GB | 6 | 0 |
| Speechless Starcoder2 7B | 16K / 14.4 GB | 9 | 5 |
| Starcoder2 7B Instruct | 16K / 14.4 GB | 34 | 2 |
| OpenCodeInterpreter SC2 7B | 16K / 14.9 GB | 17 | 14 |
| Starcoder2 Chat | 16K / 28.8 GB | 10 | 2 |
| ...Starcoder2 7B Bnb 4bit Smashed | 16K / 4.4 GB | 5 | 0 |
| Starcoder2 7B 4bit | 16K / 4.4 GB | 15 | 1 |
| StarCoder2 7B GGUF | 16K / 2.7 GB | 6120 | 13 |
Note: green Score (e.g. "73.2") means that the model is better than OpenVINO/starcoder2-7b-int4-ov .
Rank the Starcoder2 7B Int4 Ov Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803