Model Card on HF 🤗: https://huggingface.co/OpenVINO/starcoder2-7b-int4-ov
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 | 7249 | 164 |
| Dolphincoder Starcoder2 7B | 16K / 14.9 GB | 15 | 11 |
| Speechless Starcoder2 7B | 16K / 14.4 GB | 891 | 5 |
| Jmg Starcoder2 7B 100K | 16K / 14.4 GB | 20 | 0 |
| Starcoder2 7B Instruct | 16K / 14.4 GB | 176 | 2 |
| Starcoder2 Chat | 16K / 28.8 GB | 184 | 2 |
| OpenCodeInterpreter SC2 7B | 16K / 14.9 GB | 13 | 14 |
| ...Starcoder2 7B Bnb 4bit Smashed | 16K / 4.4 GB | 19 | 0 |
| Starcoder2 7B 4bit | 16K / 4.4 GB | 15 | 1 |
| Starcoder2 7B AWQ | 16K / 4.5 GB | 11 | 1 |
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
🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟
What open-source LLMs or SLMs are you in search of? 41362 in total.
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227