Adapter Alignment-handbook Base model:adapter:allenai/olm... Base model:allenai/olmo-1b-hf Dataset:ritvik19/open-hermes-2... Finetuned Generated from trainer Lora Olmo Peft Region:us Safetensors
Model Card on HF 🤗: https://huggingface.co/Ritvik19/openhermes-1b-olmo-sft-qlora
Openhermes 1B Olmo Sft Qlora Benchmarks
ARC: 33.19 vs 96.7 (so35)-65.7%
HellaSwag: 63.9 vs 95.3 (gpt4)-32.9%
MMLU: 25.67 vs 88.3 (so35)-70.9%
TruthfulQA: 39.19 vs 59 (gpt4)-33.6%
WinoGrande: 60.93 vs 87.5 (gpt4)-30.4%
LLME Score: 0.22768
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)
Openhermes 1B Olmo Sft Qlora Parameters and Internals
| Additional Notes |
| |||
| Training Details |
|
| LLM Name | Openhermes 1B Olmo Sft Qlora |
| Repository 🤗 | https://huggingface.co/Ritvik19/openhermes-1b-olmo-sft-qlora |
| Base Model(s) | |
| Model Size | 1b |
| Required VRAM | 0 GB |
| Updated | 2025-02-05 |
| Maintainer | Ritvik19 |
| Model Files | |
| Model Architecture | Adapter |
| License | apache-2.0 |
| Model Max Length | 2048 |
| Is Biased | none |
| Tokenizer Class | GPTNeoXTokenizer |
| Padding Token | <|padding|> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | v_proj|q_proj|gate_proj|up_proj|k_proj|o_proj|down_proj |
| LoRA Alpha | 16 |
| LoRA Dropout | 0.05 |
| R Param | 16 |
Best Alternatives to Openhermes 1B Olmo Sft Qlora
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...iabolic6045 ELN AOC CAIN QLoRA | 0K / 0 GB | 19 | 0 |
| Zephyr 1B Olmo Sft Qlora | 0K / 0 GB | 3 | 1 |
| Peft Starcoder Lora Python | 0K / 0 GB | 5 | 0 |
| Prem 1B Chat 32K | 0K / 1.4 GB | 8 | 1 |
| Prem 1B 32K | 0K / 1.4 GB | 6 | 1 |
| ...ama 3 1M Context Gradient Lora | 0K / 3.5 GB | 0 | 12 |
| Falcon Arxiv Long Summary 1B | 0K / 0.2 GB | 5 | 1 |
| ...lcon 1B HomemadePromptImprover | 0K / 0 GB | 0 | 1 |
| Deci Decicoder 1B Lora Coder | 0K / 0 GB | 6 | 1 |
| Falcon 1B Odia Lora Pt | 0K / 0.9 GB | 5 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than Ritvik19/openhermes-1b-olmo-sft-qlora .
Rank the Openhermes 1B Olmo Sft Qlora 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? 42577 in total.
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227