Augmentoolkit DataSpecialist V0.1 is an open-source language model by Heralax. Features: 7b LLM, VRAM: 14.5GB, Context: 32K, License: apache-2.0, LLM Explorer Score: 0.2.
Autotrain compatible Axolotl Base model:finetune:heralax/da... Base model:heralax/datagen-pre... Conversational Dataset:11 mil fineweb.jsonl Dataset:29 mil asstr.jsonl Dataset:40mil gutenberg.jsonl Dataset:bluemoon-6mil.json Dataset:hle-1 formatted 2mil.j... Dataset:multiturn segments sha... Dataset:multiturn segments sha... Dataset:openhermes2 5 shard 01... Dataset:openhermes2 5 shard 02... Dataset:openthoughts-1.parquet Dataset:openthoughts-2.parquet Dataset:qwq 10million.jsonl Dataset:singleturn segments sh... Dataset:singleturn segments sh... Endpoints compatible Generated from trainer Mistral Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/Heralax/Augmentoolkit-DataSpecialist-v0.1
Augmentoolkit DataSpecialist V0.1 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)
Augmentoolkit DataSpecialist V0.1 Parameters and Internals
| LLM Name | Augmentoolkit DataSpecialist V0.1 |
| Repository 🤗 | https://huggingface.co/Heralax/Augmentoolkit-DataSpecialist-v0.1 |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 14.5 GB |
| Updated | 2025-09-23 |
| Maintainer | Heralax |
| Model Type | mistral |
| Model Files | |
| Model Architecture | MistralForCausalLM |
| License | apache-2.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.51.3 |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | <unk> |
| Vocabulary Size | 32768 |
| Torch Data Type | bfloat16 |
Best Alternatives to Augmentoolkit DataSpecialist V0.1
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...Nemo Instruct 2407 Abliterated | 1000K / 24.5 GB | 254 | 20 |
| MegaBeam Mistral 7B 512K | 512K / 14.4 GB | 11443 | 54 |
| SpydazWeb AI HumanAI RP | 512K / 14.4 GB | 14 | 1 |
| SpydazWeb AI HumanAI 002 | 512K / 14.4 GB | 18 | 1 |
| ...daz Web AI ChatML 512K Project | 512K / 14.5 GB | 12 | 0 |
| MegaBeam Mistral 7B 300K | 282K / 14.4 GB | 3779 | 16 |
| MegaBeam Mistral 7B 300K | 282K / 14.4 GB | 7911 | 16 |
| Hebrew Mistral 7B 200K | 256K / 30 GB | 1251 | 15 |
| Astral 256K 7B V2 | 250K / 14.4 GB | 6 | 0 |
| Astral 256K 7B | 250K / 14.4 GB | 5 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than Heralax/Augmentoolkit-DataSpecialist-v0.1 .
Rank the Augmentoolkit DataSpecialist V0.1 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a