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Model: Adithyaaaa/chemistry-mistral-7b-v0.3-finetuned Source: Original Platform
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vendored
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gguf/mistral-7b-instruct-v0.3.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
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README.md
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README.md
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---
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license: apache-2.0
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---
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# chemistry-mistral-7b-v0.3-finetuned
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This is a fine-tuned version of Mistral-7B-Instruct-v0.3 specialized for Chemistry QA.
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### Model Details:
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- **Base Model:** Mistral-7B-Instruct-v0.3
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- **Fine-tuning Method:** QLoRA
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- **Specialization:** Chemistry (Stoichiometry, Oxidation States, Reactions)
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### Formats Available:
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1. **Full 16-bit:** Main repository files.
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2. **GGUF:** Located in the `gguf/` folder for use with Ollama, llama.cpp, etc.
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{% if 'role' in messages[0] %}{{ bos_token }}{% if messages[0]['role'] == 'system' %}{% if messages[1]['role'] == 'user' %}{{ '[INST] ' + messages[0]['content'] + ' ' + messages[1]['content'] + ' [/INST]' }}{% set loop_messages = messages[2:] %}{% else %}{{ '[INST] ' + messages[0]['content'] + ' [/INST]' }}{% set loop_messages = messages[1:] %}{% endif %}{% else %}{% set loop_messages = messages %}{% endif %}{% for message in loop_messages %}{% if message['role'] == 'user' %}{{ '[INST] ' + message['content'] + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ message['content'] + eos_token }}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}{% else %}{{ bos_token }}{% if messages[0]['from'] == 'system' %}{% if messages[1]['from'] == 'human' %}{{ '[INST] ' + messages[0]['value'] + ' ' + messages[1]['value'] + ' [/INST]' }}{% set loop_messages = messages[2:] %}{% else %}{{ '[INST] ' + messages[0]['value'] + ' [/INST]' }}{% set loop_messages = messages[1:] %}{% endif %}{% else %}{% set loop_messages = messages %}{% endif %}{% for message in loop_messages %}{% if message['from'] == 'human' %}{{ '[INST] ' + message['value'] + ' [/INST]' }}{% elif message['from'] == 'gpt' %}{{ message['value'] + eos_token }}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}{% endif %}
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config.json
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config.json
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{
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"architectures": [
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"MistralForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"torch_dtype": "float16",
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"eos_token_id": 2,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 32768,
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"model_type": "mistral",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 8,
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"pad_token_id": 770,
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"rms_norm_eps": 1e-05,
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"rope_parameters": {
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"rope_theta": 1000000.0,
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"rope_type": "default"
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},
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"sliding_window": null,
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"tie_word_embeddings": false,
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"unsloth_version": "2026.3.18",
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"use_cache": false,
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"vocab_size": 32768
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}
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gguf/Modelfile
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gguf/Modelfile
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FROM mistral-7b-instruct-v0.3.Q4_K_M.gguf
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TEMPLATE """{{- if .Messages }}
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{{- range $index, $_ := .Messages }}
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{{- if eq .Role "user" }}
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{{- if and (eq (len (slice $.Messages $index)) 1) $.Tools }}[AVAILABLE_TOOLS] {{ $.Tools }}[/AVAILABLE_TOOLS]
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{{- end }}[INST] {{ if and $.System (eq (len (slice $.Messages $index)) 1) }}{{ $.System }}
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{{ end }}{{ .Content }}[/INST]
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{{- else if eq .Role "assistant" }}
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{{- if .Content }}{{ .Content }}
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{{- else if .ToolCalls }}[TOOL_CALLS] [
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{{- range .ToolCalls }}{"name": "{{ .Function.Name }}", "arguments": {{ .Function.Arguments }}}
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{{- end }}]
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{{- end }}</s>
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{{- else if eq .Role "tool" }}[TOOL_RESULTS] {"content": {{ .Content }}} [/TOOL_RESULTS]
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{{- end }}
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{{- end }}
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{{- else }}[INST] {{ if .System }}{{ .System }}
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{{ end }}{{ .Prompt }}[/INST]
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{{- end }}{{ .Response }}
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{{- if .Response }}</s>
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{{- end }}"""
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PARAMETER stop "[INST]"
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PARAMETER stop "[/INST]"
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PARAMETER stop "</s>"
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275733
tokenizer.json
Normal file
275733
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
18
tokenizer_config.json
Normal file
18
tokenizer_config.json
Normal file
@@ -0,0 +1,18 @@
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||||
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||||
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|
||||
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||||
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|
||||
"chat_template": "{% if 'role' in messages[0] %}{{ bos_token }}{% if messages[0]['role'] == 'system' %}{% if messages[1]['role'] == 'user' %}{{ '[INST] ' + messages[0]['content'] + ' ' + messages[1]['content'] + ' [/INST]' }}{% set loop_messages = messages[2:] %}{% else %}{{ '[INST] ' + messages[0]['content'] + ' [/INST]' }}{% set loop_messages = messages[1:] %}{% endif %}{% else %}{% set loop_messages = messages %}{% endif %}{% for message in loop_messages %}{% if message['role'] == 'user' %}{{ '[INST] ' + message['content'] + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ message['content'] + eos_token }}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}{% else %}{{ bos_token }}{% if messages[0]['from'] == 'system' %}{% if messages[1]['from'] == 'human' %}{{ '[INST] ' + messages[0]['value'] + ' ' + messages[1]['value'] + ' [/INST]' }}{% set loop_messages = messages[2:] %}{% else %}{{ '[INST] ' + messages[0]['value'] + ' [/INST]' }}{% set loop_messages = messages[1:] %}{% endif %}{% else %}{% set loop_messages = messages %}{% endif %}{% for message in loop_messages %}{% if message['from'] == 'human' %}{{ '[INST] ' + message['value'] + ' [/INST]' }}{% elif message['from'] == 'gpt' %}{{ message['value'] + eos_token }}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}{% endif %}"
|
||||
}
|
||||
Reference in New Issue
Block a user