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Model: tripplet-research/synthara-legacy
Source: Original Platform

.gitattributes

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README.md

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+---
+language:
+  - en
+license: apache-2.0
+tags:
+  - gpt2
+  - text-generation
+  - synthara
+  - deprecated
+  - gguf
+  - llama-cpp
+pipeline_tag: text-generation
+library_name: gguf
+inference:
+  parameters:
+    max_new_tokens: 200
+    temperature: 0.9
+    top_p: 0.95
+    repetition_penalty: 1.1
+widget:
+  - text: "Once upon a time"
+    example_title: "Story start"
+  - text: "The quick brown fox"
+    example_title: "Sentence completion"
+providers:
+  - hf-inference
+---
+
+# Synthara Legacy
+
+> **Deprecated.** This model is no longer maintained and is not recommended
+> for any production or serious research use. It exists purely as a historical
+> artifact for the Tripplet Research organisation. See newer Synthara releases
+> if any are available.
+
+---
+
+**Honest disclaimer:** Synthara Legacy is not a good model. It was built as an
+early proof-of-concept with randomly initialised weights and no fine-tuning on
+meaningful data. Output quality is poor — expect incoherent or repetitive text.
+It is published here for transparency and archival purposes only.
+
+---
+
+## Architecture
+
+| Property | Value |
+|---|---|
+| Base architecture | GPT-2 |
+| Parameters | ~51.5 M |
+| Layers | 8 |
+| Attention heads | 8 |
+| Embedding dim | 512 |
+| Context length | 1 024 tokens |
+| Tokenizer | GPT-2 fast (Apache 2.0) |
+
+## Status
+
+**DEPRECATED — do not use in production.**
+
+This checkpoint has never been trained on any dataset. Weights are random
+initialisations only. It will not produce useful output without significant
+fine-tuning.
+
+## License
+
+Apache 2.0 — see [LICENSE](https://www.apache.org/licenses/LICENSE-2.0).
+
+## Credits
+
+- Architecture based on the open GPT-2 specification (OpenAI, MIT licence).
+- Tokenizer from `openai-community/gpt2` (MIT licence).
+- Built with [Transformers](https://github.com/huggingface/transformers) (Apache 2.0).
+- Published by [Tripplet Research](https://huggingface.co/tripplet-research).
+
+This model is **not** derived from any unlicensed third-party checkpoint.

config.json

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+{
+  "activation_function": "gelu_new",
+  "add_cross_attention": false,
+  "architectures": [
+    "GPT2LMHeadModel"
+  ],
+  "attn_pdrop": 0.1,
+  "bos_token_id": 50256,
+  "dtype": "float32",
+  "embd_pdrop": 0.1,
+  "eos_token_id": 50256,
+  "initializer_range": 0.02,
+  "layer_norm_epsilon": 1e-05,
+  "model_type": "gpt2",
+  "n_embd": 512,
+  "n_head": 8,
+  "n_inner": 2048,
+  "n_layer": 8,
+  "n_positions": 1024,
+  "pad_token_id": null,
+  "reorder_and_upcast_attn": false,
+  "resid_pdrop": 0.1,
+  "scale_attn_by_inverse_layer_idx": false,
+  "scale_attn_weights": true,
+  "summary_activation": null,
+  "summary_first_dropout": 0.1,
+  "summary_proj_to_labels": true,
+  "summary_type": "cls_index",
+  "summary_use_proj": true,
+  "tie_word_embeddings": true,
+  "transformers_version": "5.5.3",
+  "use_cache": true,
+  "vocab_size": 50257
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 50256,
+  "eos_token_id": 50256,
+  "output_attentions": false,
+  "output_hidden_states": false,
+  "transformers_version": "5.5.3",
+  "use_cache": true
+}

model.safetensors

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synthara-legacy-f16.gguf

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tokenizer_config.json

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+{
+  "add_prefix_space": false,
+  "backend": "tokenizers",
+  "bos_token": "<|endoftext|>",
+  "eos_token": "<|endoftext|>",
+  "errors": "replace",
+  "is_local": false,
+  "model_max_length": 1024,
+  "pad_token": null,
+  "tokenizer_class": "GPT2Tokenizer",
+  "unk_token": "<|endoftext|>"
+}