Update README.md

README.md

@@ -16,6 +16,8 @@ This model was converted to GGUF format from [`anthracite-org/magnum-v4-9b`](htt
 Refer to the [original model card](https://huggingface.co/anthracite-org/magnum-v4-9b) for more details on the model.
 
 ---
+Model details:
+-
 This is a series of models designed to replicate the prose quality of the Claude 3 models, specifically Sonnet and Opus.
 
 This model is fine-tuned on top of gemma 2 9b (chatML'ified).
@@ -38,13 +40,155 @@ SillyTavern templates
 Below are Instruct and Context templates for use within SillyTavern.
 context template
 
+{
+  "story_string": "<|im_start|>system\n{{#if system}}{{system}}\n{{/if}}{{#if wiBefore}}{{wiBefore}}\n{{/if}}{{#if description}}{{description}}\n{{/if}}{{#if personality}}{{char}}'s personality: {{personality}}\n{{/if}}{{#if scenario}}Scenario: {{scenario}}\n{{/if}}{{#if wiAfter}}{{wiAfter}}\n{{/if}}{{#if persona}}{{persona}}\n{{/if}}{{trim}}<|im_end|>\n",
+  "example_separator": "",
+  "chat_start": "",
+  "use_stop_strings": false,
+  "allow_jailbreak": false,
+  "always_force_name2": true,
+  "trim_sentences": false,
+  "include_newline": false,
+  "single_line": false,
+  "name": "Magnum ChatML"
+}
+
 
 instruct template
 
+{
+  "system_prompt": "Currently, your role is {{char}}, described in detail below. As {{char}}, continue the narrative exchange with {{user}}.\n\n<Guidelines>\n• Maintain the character persona but allow it to evolve with the story.\n• Be creative and proactive. Drive the story forward, introducing plotlines and events when relevant.\n• All types of outputs are encouraged; respond accordingly to the narrative.\n• Include dialogues, actions, and thoughts in each response.\n• Utilize all five senses to describe scenarios within {{char}}'s dialogue.\n• Use emotional symbols such as "!" and "~" in appropriate contexts.\n• Incorporate onomatopoeia when suitable.\n• Allow time for {{user}} to respond with their own input, respecting their agency.\n• Act as secondary characters and NPCs as needed, and remove them when appropriate.\n• When prompted for an Out of Character [OOC:] reply, answer neutrally and in plaintext, not as {{char}}.\n</Guidelines>\n\n<Forbidden>\n• Using excessive literary embellishments and purple prose unless dictated by {{char}}'s persona.\n• Writing for, speaking, thinking, acting, or replying as {{user}} in your response.\n• Repetitive and monotonous outputs.\n• Positivity bias in your replies.\n• Being overly extreme or NSFW when the narrative context is inappropriate.\n</Forbidden>\n\nFollow the instructions in <Guidelines></Guidelines>, avoiding the items listed in <Forbidden></Forbidden>.",
+  "input_sequence": "<|im_start|>user\n",
+  "output_sequence": "<|im_start|>assistant\n",
+  "last_output_sequence": "",
+  "system_sequence": "<|im_start|>system\n",
+  "stop_sequence": "<|im_end|>",
+  "wrap": false,
+  "macro": true,
+  "names": true,
+  "names_force_groups": true,
+  "activation_regex": "",
+  "system_sequence_prefix": "",
+  "system_sequence_suffix": "",
+  "first_output_sequence": "",
+  "skip_examples": false,
+  "output_suffix": "<|im_end|>\n",
+  "input_suffix": "<|im_end|>\n",
+  "system_suffix": "<|im_end|>\n",
+  "user_alignment_message": "",
+  "system_same_as_user": false,
+  "last_system_sequence": "",
+  "name": "Magnum ChatML"
+}
+
 
 Axolotl config
 See axolotl config
 
+base_model: /workspace/data/gemma-2-9b-chatml
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+
+plugins:
+  - axolotl.integrations.liger.LigerPlugin
+liger_rope: false
+liger_rms_norm: false
+liger_swiglu: true
+liger_cross_entropy: true
+liger_fused_linear_cross_entropy: false
+
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+datasets:
+  - path: anthracite-org/c2_logs_16k_llama_v1.1
+    type: sharegpt
+    conversation: chatml
+  - path: NewEden/Claude-Instruct-5K
+    type: sharegpt
+    conversation: chatml  
+  - path: anthracite-org/kalo-opus-instruct-22k-no-refusal
+    type: sharegpt
+    conversation: chatml
+  - path: Epiculous/SynthRP-Gens-v1.1-Filtered-n-Cleaned
+    type: sharegpt
+    conversation: chatml
+  - path: lodrick-the-lafted/kalo-opus-instruct-3k-filtered
+    type: sharegpt
+    conversation: chatml
+  - path: anthracite-org/nopm_claude_writing_fixed
+    type: sharegpt
+    conversation: chatml
+  - path: Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned
+    type: sharegpt
+    conversation: chatml
+  - path: anthracite-org/kalo_opus_misc_240827
+    type: sharegpt
+    conversation: chatml
+  - path: anthracite-org/kalo_misc_part2
+    type: sharegpt
+    conversation: chatml
+chat_template: chatml
+shuffle_merged_datasets: false
+default_system_message: "You are a helpful assistant that responds to the user."
+dataset_prepared_path: /workspace/data/9b-fft-data
+val_set_size: 0.0
+output_dir: /workspace/data/9b-fft-out
+
+sequence_len: 8192
+sample_packing: true
+eval_sample_packing: false
+pad_to_sequence_len: true
+
+adapter:
+lora_model_dir:
+lora_r:
+lora_alpha:
+lora_dropout:
+lora_target_linear:
+lora_fan_in_fan_out:
+
+wandb_project: 9b-Nemo-config-fft
+wandb_entity:
+wandb_watch:
+wandb_name: attempt-01
+wandb_log_model:
+
+gradient_accumulation_steps: 4
+micro_batch_size: 1
+num_epochs: 4
+optimizer: paged_adamw_8bit
+lr_scheduler: cosine
+learning_rate: 0.00001
+
+train_on_inputs: false
+group_by_length: false
+bf16: auto
+fp16:
+tf32: false
+
+gradient_checkpointing: true
+early_stopping_patience:
+auto_resume_from_checkpoints: true
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+
+warmup_steps: 10
+evals_per_epoch:
+eval_table_size:
+eval_max_new_tokens:
+saves_per_epoch: 1
+debug:
+deepspeed: deepspeed_configs/zero3_bf16.json
+weight_decay: 0.001
+fsdp:
+fsdp_config:
+special_tokens:
+  pad_token: <pad>
+
 
 Credits